Publications of the Institute for New Media Art Technology
(1428 items)

2024

Scientific journals/Article

Scientific congresses and symposiums/Paper published on a website

  • Loconte, L., Sladek, A., Mengel, S., Trapp, M., Solin, A., Gillis, N., & Vergari, A. (May 2024). "Subtractive Mixture Models via Squaring: Representation and Learning" [Paper presentation]. International Conference on Learning Representations (ICLR), Vienne, Austria.
    36 Negative Mixture Models via Squaring - ICLR 2024.pdf

Diverse speeches and writings/Conference given outside the academic context

2023

Parts of books/Contribution to collective works

  • Gallas, M.-A.* , & Saura Lorente, G. (2023). Expérimentation pédagogique de la gestion de la circularité d’un bâtiment via la maquette numérique. In A. Deboissieu, "BIM computationnel, des données vers l'IA" (pp. 91-108). Paris, Unknown/unspecified: Eyrolles.
    9782416015113_EduBIM_2023_EP2-8.pdf
  • Brie, D., Gillis, N., & Moussaoui, S. (2023). Non‐negative Matrix Factorization. In Christian Jutten, Leonardo Tomazeli Duarte, ... Saïd Moussaoui, "Source Separation in Physical‐Chemical Sensing". Hoboken, United States: John Wiley & Sons. doi:10.1002/9781119137252.ch3
    Source_Separation_in_Physical_Chemical_Sensing-NMF.pdf
  • Stragier, V., Dutoit, T., Seddati, O., & Vandenbulcke, V. (2023). Developing an Interactive Agent for Blind and Visually Impaired People. In "IMX '23: ACM International Conference on Interactive Media Experiences". New York, United States - New York: Association for Computing Machinery. doi:10.1145/3573381.3596471
    _wip_imx_vincent_stragier.pdf

Scientific journals/Article

  • Andre, E., Boulekbache, H., & Gallas, M.-A. (22 December 2023). Durabilité sociale dans les pratiques BIM, enquête sur la communication entre concepteurs et usagers. "Les Cahiers de la Recherche Architecturale, Urbaine et Paysagère, 19/2023". doi:10.4000/craup.13304
    craup-13224.pdf
  • Nadisic, N., Gillis, N., & Kervazo, C. (11 July 2023). Smoothed Separable Nonnegative Matrix Factorization. "Linear Algebra and its Applications, 676", 174-204. doi:10.1016/j.laa.2023.07.013
    81 Smoothed Separable Nonnegative Matrix Factorization.pdf
  • Lerat, J.-S., Mahmoudi, S., & Mahmoudi, S. (2023). Single Node Deep Learning Frameworks: Comparative study and CPU/GPU performance analysis. "Concurrency and Computation: Practice and Experience".
    Lerat.pdf
  • Debauche, O., Nkamla Penka, J. B., Hani, M., Guttadauria, A., Ait Abdelouahid, R., Gasmi, K., Ben Hardouz, O., Lebeau, F., Bindelle, J., Soyeurt, H., Gengler, N., Manneback, P., Benjelloun, M., & Bertozzi, C. (June 2023). Towards a Unified Architecture Powering Scalable Learning Models with IoT Data Streams, Blockchain, and Open Data. "Information, 14" (6), 345. doi:10.3390/info14060345
    information-14-00345-v2.pdf
  • Rocca, F., Dave, M., Duvivier, V., Van daele, A., Demeuse, M., Derobertmasure, A., Mancas, M., & Gosselin, B. (2023). Designing an Assistance Tool for Analyzing and Modeling Trainer Activity in Professional Training Through Simulation. "Proceedings of ACM International Conference on Interactive Media Experiences (IMX ’23)".
    imx23-71_accessibility.pdf
  • Vu thanh, O., Gillis, N., & Lecron, F. (31 May 2023). Bounded Simplex-Structured Matrix Factorization: Algorithms, Identifiability and Applications. "IEEE Transactions on Signal Processing, 71", 2434-2447. doi:10.1109/TSP.2023.3289704
    80 - Bounded Simplex-Structured Matrix Factorization - Algorithms, Identifiability and Applications.pdf
  • Stassin, S., Englebert, A., Nefack, G., Albert, J., Versbraegen, N., Peiffer, G., Doh, M., Riche, N., Frenay, B., & De Vleeschouwer, C. (2023). An Experimental Investigation into the Evaluation of Explainability Methods. "Communications in Computer and Information Science".
    ECML_PKDD_AIMLAI_2023_Workshop.pdf
  • Mahmoudi, S., Amel, O., Stassin, S., Liagre, M., Benkedadra, M., & Mancas, M. (May 2023). A Review and Comparative Study of Explainable Deep Learning Models Applied on Action Recognition in Real Time. "Electronics, 12" (9), 2027. doi:10.3390/electronics12092027
    electronics-12-02027.pdf
  • Hautecoeur, C., De Lathauwer, L., Gillis, N., & Glineur, F. (01 April 2023). Least-squares methods for nonnegative matrix factorization over rational functions. "IEEE Transactions on Signal Processing, 71", 1712-1724. doi:10.1109/TSP.2023.3260560
    79 Least-squares methods for nonnegative matrix factorization over rational functions.pdf
  • Nel, H. P., Dualibe, F., & Stander, T. (02 March 2023). Influence of PVT Variation and Threshold Selection on OBT and OBIST Fault Detection in RFCMOS Amplifiers. "IEEE Open Journal of Circuits and Systems, 4", 70-84. doi:10.1109/ojcas.2022.3232638
    Influence_of_PVT_Variation_and_Threshold_Selection_on_OBT_and_OBIST_Fault_Detection_in_RFCMOS_Amplifiers.pdf
  • Leplat, V., Nesterov, Y., Gillis, N., & Glineur, F. (01 March 2023). Conic-Optimization Based Algorithms for Nonnegative Matrix Factorization. "Optimization Methods and Software, 38" (4), 837-859. doi:10.1080/10556788.2023.2189714
    78 Conic-Optimization Based Algorithms for Nonnegative Matrix Factorization.pdf
  • Hien, L. T. K., Duy Nhat Phan, & Gillis, N. (02 February 2023). An Inertial Block Majorization Minimization Framework for Nonsmooth Nonconvex Optimization. "Journal of Machine Learning Research, 24" (18), 1-41.
    77 TITAN - An Inertial Block Majorization Minimization Framework for Nonsmooth Nonconvex Optimization.pdf
  • Gillis, N., & Rajkó, R. (16 January 2023). Partial Identifiability for Nonnegative Matrix Factorization. "SIAM Journal on Matrix Analysis and Applications, 44" (1), 27-52. doi:10.1137/22M1507553
    76 Partial Identifiability for Nonnegative Matrix Factorization.pdf
  • Laidi, A., Ammar, M., Daho, M., & Mahmoudi, S. (2023). GAN Data Augmentation for Improved Automated Atherosclerosis Screening from Coronary CT Angiography. "EAI Endorsed Transactions on Scalable Information Systems", 173981. doi:10.4108/eai.17-5-2022.173981
    GAN Data Augmentation for Improved Automated Atherosclerosis Screening from Coronary CT Angiography.pdf
  • Gallas, M.-A.* , Saura lorente, G., & Godimus, E. (2023). A Data Workflow Approach for Pedagogical Sensitization to the BIM Concept. "Advances in Science, Technology and Innovation".
    978-981-99-2217-8_20.pdf
  • Parian-Scherb, M., Uhrig, P., Rossetto, L., Dupont, S., & Schuldt, H. (2023). Gesture retrieval and its application to the study of multimodal communication. "International Journal on Digital Libraries". doi:10.1007/s00799-023-00367-0
    s00799-023-00367-0.pdf
  • Doh, M., Rodrigues Mazini, R., Boutry, N., Mancas, M., & Bersini, H. (2023). Bridging Human Concepts and Computer Vision for Explainable Face Verification. "CEUR Workshop Proceedings".
    BEWARE_paper_4_DOH.pdf
  • De handschutter, P., & Gillis, N. (2023). A consistent and flexible framework for deep matrix factorizations. "Pattern Recognition", 109102. doi:10.1016/j.patcog.2022.109102
    74 A consistent and flexible framework for deep matrix factorizations.pdf

Scientific congresses and symposiums/Unpublished conference/Abstract

  • Gallas, M.-A. (14 December 2023). "Formations et certifications BIM UMONS & Campus UCharleroi" [Paper presentation]. Journée BIM Charleroi UO.
    Charleroi_BIM_GALLAS.pdf
  • Gallas, M.-A. (28 November 2023). "Expérimentation pédagogique de la gestion de la circularité d’un bâtiment via la maquette numérique" [Paper presentation]. EDUBIM2023.
    Présentation EDUBIM_2023_GALLAS_SAURA.pdf
  • Rocca, F. (10 January 2023). "ARC Sim'Pro : La technologie au service du formateur" [Paper presentation]. Seminaire INAS.
    SeminaireSimpro_ISIA.pdf

Scientific congresses and symposiums/Paper published in a book

  • Maiorca, A., Bohy, H., Yoon, Y., & Dutoit, T. (2023). Objective Evaluation Metric for Motion Generative Models: Validating Fréchet Motion Distance on Foot Skating and Over-smoothing Artifacts. In "MIG '23: Proceedings of the 16th ACM SIGGRAPH Conference on Motion, Interaction and Games". New-York, United States - New York: Association for Computing Machinery. doi:10.1145/3623264.3624443
    mig23-7.pdf
  • BENKEDADRA, M., Mancas, M., & Mahmoudi, S. (2023). Feedback Driven Multi Stereo Vision System for Real-Time Event Analysis. In "IMX '23: Proceedings of the 2023 ACM International Conference on Interactive Media Experiences". ACM. doi:10.1145/3573381.3597220
  • Rahmani, T. A., Belalem, G., & Mahmoudi, S. (2023). RTLB_Sched: Real Time Load Balancing Scheduler for CPU-GPU Heterogeneous Systems. In "International Conference on Smart Computing and Application, ICSCA 2023". Institute of Electrical and Electronics Engineers Inc. doi:10.1109/ICSCA57840.2023.10087604
    ICSCA.pdf
  • Petrashin, P., Lancioni, W., Laprovitta, A., Dualibe, F., & Castagnola, J. (2023). Effect of Vth shifting in CMOS Transistors under radiation conditions when applying OBT: A case study. In "2023 IEEE 24th Latin American Test Symposium, LATS 2023" (pp. 1-4). Institute of Electrical and Electronics Engineers Inc. doi:10.1109/LATS58125.2023.10154481
    Effect of Vth shifting in CMOS Transistors (002).pdf
  • Manjah, D., Cacciarelli, D., Benkedadra, M., Standaert, B., De Hertaing, G. R., Macq, B., Galland, S., & De Vleeschouwer, C. (2023). Stream-Based Active Distillation for Scalable Model Deployment. In "Proceedings - 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023". IEEE Computer Society. doi:10.1109/CVPRW59228.2023.00528
  • Hammoudeh, A. T. A., Ghannam, I., Mubarak, H., Jean, E., Vandenbulcke, V., & Dupont, S. (2023). A Neuro-Symbolic Approach for Marine Vessels Power Prediction Under Distribution Shifts. In "2023 IEEE Jordan International Joint Conference on Electrical Engineering and Information Technology, JEEIT 2023". Institute of Electrical and Electronics Engineers Inc. doi:10.1109/JEEIT58638.2023.10185803
    HAMMOUDEH_camera_version_230325.pdf
  • Tits, N. (2023). MUST&P-SRL: Multi-lingual and Unified Syllabification in Text and Phonetic Domains for Speech Representation Learning. In "Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: Industry Track" (pp. 74-82). Association for Computational Linguistics.
    2023.emnlp-industry.8.pdf

Scientific congresses and symposiums/Paper published in a journal

Scientific congresses and symposiums/Paper published on a website

  • Maiorca, A., Ravet, T., & Dutoit, T. (23 November 2023). "Self-Avatar’s Animation in VR: Extending Sparse Motion Features with Cartesian Coordinates in Transformer-based Model" [Paper presentation]. CVG Workshop, BMVC Conference.
    CVG2023-1.pdf
  • Zayed, A., Ben Khalifa, K., Belhadj, N., Bedoui, M. H., & Valderrama, C. A. (04 November 2023). "Discrete Wavelet Transform Coefficients for Drowsiness Detection from EEG Signals" [Paper presentation]. IEEE International Conference on Design, Test and Technology of Integrated Systems DTTIS 2023, Gammarth, Tunisia. doi:10.1109/DTTIS59576.2023
    Aymen_Zayed_dttsi23_final_version_1.pdf
  • Zayed, A., Ben Khalifa, K., Belhadj, N., Bedoui, M. H., & Valderrama, C. A. (01 November 2023). "Discrete Wavelet Transform Coefficients for Drowsiness Detection from EEG Signals" [Paper presentation]. 2023 IEEE International Conference on Design, Test and Technology of Integrated Systems (DTTIS), Gammarth, Tunisia. doi:10.1109/dttis59576.2023.10348377
    Aymen_Zayed_dttsi23_final_version_1.pdf
  • Loconte, L., Stefan Mengel, Gillis, N., & Vergari, A. (04 August 2023). "Negative Mixture Models via Squaring". Paper presented at 6th UAI Workshop on Tractable Probabilistic Modeling, Pittsburgh, United States.
    36 Negative Mixture Models via Squaring.pdf
  • Chelkha, M., Ahaitouf, A., & Valderrama, C. A. (30 March 2023). "FPGA-Accelerated Convolutional Neural Network" [Paper presentation]. XI Southern Programmable Logic Conference SPL 2023, San Luis, Argentina. doi:10.1155/2011/714761
    SPL23_paper_4350-1.pdf
  • Tits, N., & Broisson, Z. (2023). "Flowchase: a Mobile Application for Pronunciation Training". Paper presented at 9th Workshop on Speech and Language Technology in Education, Dublin, Ireland.
    tits23_slate.pdf

Reports/Internal report

  • Housiau, A.-C., Collard, A.-S., Barrier, T., Damouche, H., François, C., Hernalesteen, A., Skilbecq, P., & Vermeulen, V. (2023). "Consortium 5 : Formation manuelle, technique, technologique et numérique - Rapport Intermédiaire n°1 - Année 7". (1).
    Rapport intermédiaire 1 C5 année7.docx.pdf

Reports/External report

  • Damouche, H., Housiau, A.-C., Barrier, T., François, C., Hernalesteen, A., Skilbecq, P., & Vermeulen, V. (2023). "Consortium 5 : Formation manuelle, technique, technologique et numérique - Rapport final - Année 7".
    RFinal C5 année 7.pdf
  • Housiau, A.-C., Barrier, T., Damouche, H., Collard, A.-S., Skilbecq, P., Vermeulen, V., François, C., Hernalesteen, A., & Gilbert, F. (2023). "Consortium 5 : Formation manuelle, technique, technologique et numérique - Rapport intermédiaire n°2 - Année 7". (2).
    Rapport intermédiaire 2 C5 année 7.pdf
  • De Lièvre, B., Collard, A.-S., Descamps, S., Marchal, P., Deruwe, O., Hauet, L., De Grove, K., Deghorain, L., Dethise Martinez, S., Dupont, J.-P., & Hernalesteen, A. (2023). "Consortium 8 : Éducation par le numérique - Rapport Intermédiaire n°1 - Année 7". (1).
    Rapport intermédiaire janvier 2023.pdf

E-prints, Working papers and Research blog/Eprint already available on another site

  • Seddati, O., Hubens, N., Dupont, S., & Dutoit, T. (2023). "A Recipe for Efficient SBIR Models: Combining Relative Triplet Loss with Batch Normalization and Knowledge Distillation". ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/48304.
    2305.18988.pdf
  • Hammoudeh, A. T. A., & Dupont, S. (2023). "Deep learning in medical image registration: introduction and survey". ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/48339.
    2309.00727.pdf

Diverse speeches and writings/Conference given outside the academic context

  • Simoens, P. (2023). "IA et architecture". Paper presented at Conseil francophone de l'ordre des architectes, Bruxelles, Belgium.
    231013 IA_OA.pdf
  • Simoens, P., & Gallas, M.-A. (2023). "Architecture des données pour une IA créative en architecture". Paper presented at Data Mineurs, Charleroi, Belgium.
    230926 architecture des données pour une IA créative en architecture.pdf
  • Mokhtari, M. E. A., Mancas, M., Vandenbulcke, V., Ennadifi, E., Laraba, S., Tazir, M., & Gosselin, B. (2023). "Efficient Action Recognition for Drones: A Comparative Study of Lightweight and Traditional Models" [Paper presentation]. European Test and Telemetry Conference, Toulouse, France.
    Mohammed_El_Amine_Mokhtari.pdf
  • Benkedadra, M., & Mahmoudi, S. (2023). "InfraSecure : a Danger Detection Solution for Construction Sites" [Paper presentation]. Hannover Messe 2023, Hannover, Germany.

Diverse speeches and writings/Speech/Talk

  • Benkedadra, M., Mahmoudi, S., & Mancas, M. (2023). "MLOps for Edge deployment of a Real Time Danger Detection AI" [Paper presentation]. INFORTECH Day 2023, Mons, Belgium.

Diverse speeches and writings/Communication in media

  • Simoens, P., Gallas, M.-A., Lens, J., & Dumenil, M. (2023). "ChatGPT et architecture". Mons, Belgium: MUMONS.
  • Simoens, P. (2023). "What Makes a building smart". Zaventem, Belgium: Buildwise.

Scientific conferences in universities or research centers/Scientific conference in universities or research centers

  • Finet, A., & El Haddad, K. (10 October 2023). "Trading en intraday : une analyse comportementale" [Paper presentation]. Midi de la Recherche.
  • Mahmoudi, S. (23 June 2023). "Review of DNN optimization and compression methods for Edge AI systems" [Paper presentation]. Trail Seminars, Belgium.
    mahmoudi.pdf
  • Stassin, S., Amel, O., Siebert, X., & Mahmoudi, S. (24 May 2023). "Best Approaches for Customs Fraud Detection" [Paper presentation]. Infortech Day.
  • Andrianandrianina johanesa, T. V., Equeter, L., & Mahmoudi, S. (24 May 2023). "Product Quality Optimization through Production Line Analysis using AI in Industry" [Paper presentation]. Infortech Day, Mons, Belgium.
  • Mahmoudi, S. (18 May 2023). "Edge AI for smart agriculture" [Paper presentation]. Transition digitale : opportunités et défis pour la sécurité alimentaire.
  • Mahmoudi, S. (06 May 2023). "AI and Deep Learning challenges XAI and Edge AI" [Paper presentation]. INDABA x Algeria.
    IndabaxAlgeria_Presentation_Sidi_2023 (1).pdf

2022

Parts of books/Contribution to collective works

  • De Lièvre, B., & Pokrzycka, L. (2022). Introduction : e-learning in Poland and in Belgium. In L. Pokrzycka & B. De Lièvre, "Innovating Teaching Methods : e-learning in Poland and Belgium" (pp. 7-10). Lublin, Unknown/unspecified: Maria Curie-Skłodowska University Press.
    2022_12_Intro.pdf
  • De Lièvre, B., Temperman, G., & Decamps, S. (2022). A Model for the Integration of Podcasts (Audio or Video) in an E-learning System. In L. Pokrzycka & B. De Lièvre, "Innovating Teaching Methods : e-learning in Poland and Belgium" (pp. 123-139). Lublin, Unknown/unspecified: Maria Curie-Skłodowska University Press.
    2022_12_Podcast.pdf
  • Reboursière, L. (2022). Traitement sonore polyphonique et contrôle gestuel instrumental : retour sur une mise en oeuvre pratique de la guitare hexaphonique. In B. Navarret, M. Battier, P. Bruguière, ... P. Gonin (Eds.), "Quand la guitare [s']électrise!" (pp. 141-178). Paris, Unknown/unspecified: Sorbonne Université Presses.

Scientific journals/Article

  • Laidi, A., Ammar, M., Daho, M. E. H., & Mahmoudi, S. (21 December 2022). Deep Learning Models for Coronary Atherosclerosis Detection in Coronary CT Angiography. "Current Medical Imaging Reviews, 19". doi:10.2174/1573405619666221221092933
    Paper Coronary atherosclerosis.pdf
  • Ohib, R., Gillis, N., Dalmasso, N., Shah, S., Potluru, V. K., & Plis, S. (2022). Explicit Group Sparse Projection with Applications to Deep Learning and NMF. "Transactions on Machine Learning Research".
    75 Explicit Group Sparse Projection with Applications to Deep Learning and NMF.pdf
  • Rahmani, T. A., Daham, F., Belalem, G., & Mahmoudi, S. (2022). HBalancer: A machine learning based load balancer in real time CPU-GPU heterogeneous systems. "2022 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT)". doi:10.1109/3ict56508.2022.9990623
    ICSCA.pdf
  • Hubens, N., Mancas, M., Gosselin, B., Preda, M., & Zaharia, T. (November 2022). FasterAI: A Lightweight Library for Neural Networks Compression. "Electronics, 11" (22), 3789. doi:10.3390/electronics11223789
    electronics-11-03789.pdf
  • Hubens, N., Mancas, M., Gosselin, B., Preda, M., & Zaharia, T. (2022). One-Cycle Pruning: Pruning Convnets With Tight Training Budget. "2022 IEEE International Conference on Image Processing (ICIP)". doi:10.1109/icip46576.2022.9897980
    ICIP_2022_OCP-20.pdf
  • Nadisic, N., Cohen, J. E., Vandaele, A., & Gillis, N. (10 October 2022). Matrix-wise ℓ0-constrained Sparse Nonnegative Least Squares. "Machine Learning, 111", 4453-4495. doi:10.1007/s10994-022-06260-2
    72 Matrix-wise L0-constrained Sparse Nonnegative Least Squares.pdf
  • Mokhtari, M. E. A., Vandenbulcke, V., Laraba, S., Mancas, M., Ennadifi, E., Tazir, M., & Gosselin, B. (2022). Semi-synthetic Data for Automatic Drone Shadow Detection. "ESANN".
    ESANN_Mohammed_Mokhtari.pdf
  • Abdolali, M., & Gillis, N. (2022). Revisiting data augmentation for subspace clustering. "Knowledge-Based Systems", 109974. doi:10.1016/j.knosys.2022.109974
    73 Revisiting data augmentation for subspace clustering.pdf
  • DEBAUCHE, O.* , Nkamla Penka, J. B.* , Mahmoudi, S., Lessave, X., HANI, M., Manneback, P., Kanku Lufuluabu, U., Bert, N., Messaoudi, D., & Guttadauria, A. (07 September 2022). RAMi: A New Real-Time Internet of Medical Things Architecture for Elderly Patient Monitoring. "Information, 13" (9), 423. doi:10.3390/info13090423
    information-13-00423-7.pdf
  • Berrani, S., Yachir, A., Djamaa, B., Mahmoudi, S., & Aissani, M. (September 2022). Towards a new semantic middleware for service description, discovery, selection, and composition in the Internet of Things. "Transactions on Emerging Telecommunications Technologies, 33" (9). doi:10.1002/ett.4544
    document-Wiley-Berrani.pdf
  • Abdellatif, A., Mubarak, H., Ahmad, S., Ahmed, T., Shafiullah, M., Hammoudeh, A. T. A., Abdellatef, H., Rahman, M., & Gheni, H. (September 2022). Forecasting Photovoltaic Power Generation with a Stacking Ensemble Model. "Sustainability, 14" (17), 11083. doi:10.3390/su141711083
    sustainability-1843972.pdf
  • Brousmiche, M., Rouat, J., & Dupont, S. (September 2022). Multimodal Attentive Fusion Network for audio-visual event recognition. "Information Fusion, 85", 52 - 59. doi:10.1016/j.inffus.2022.03.001
    1-s2.0-S1566253522000264-main.pdf
  • Gillis, N., Le, T. K. H., Leplat, V., & Tan, V. Y. F. (01 August 2022). Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization. "IEEE Transactions on Pattern Analysis and Machine Intelligence, 8", 4052-4064. doi:10.1109/TPAMI.2021.3058693
    55_Distributionally_Robust_and_Multi-Objective_Nonnegative_Matrix_Factorization.pdf
  • Ammar, M., & Mahmoudi, S. (August 2022). A NEW STRATEGY FOR AUTOMATIC BREAST CANCER SEGMENTATION IN MRI IMAGES. "Journal of Mechanics in Medicine and Biology, 22" (6). doi:10.1142/S0219519422500555
    A NEW STRATEGY FOR AUTOMATIC BREAST CANCER.pdf
  • Hien, L. T. K., Phan, D. N., & GILLIS, N. (19 July 2022). Inertial alternating direction method of multipliers for non-convex non-smooth optimization. "Computational Optimization and Applications, 83", 247-285. doi:10.1007/s10589-022-00394-8
    71 Inertial Alternating Direction Method of Multipliers for Non-Convex Non-Smooth Optimization.pdf
  • Dandrifosse, S.* , Ennadifi, E.* , Carlier, A., Gosselin, B., Dumont, B., & Mercatoris, B. (2022). Deep Learning for Wheat Ear Segmentation and Ear Density Measurement: From Heading to Maturity. "Computers and Electronics in Agriculture".
    Deep learning for wheat ear segmentation and ear density measurement_ From heading to maturity.pdf
  • Lessage, X., Benzaouia, H., Murgo, S., Mahmoudi, S., Mahmoudi, S., & Guessoum, Z. (2022). Deep Convolutional Neural Networks (CNN) for lesions localization of in mammograms. "International Journal of Computer Assisted Radiology and Surgery".
    Deep Convolutional Neural Networks (CNN) for lesions localization of in mammograms - XavierLessage.pdf
  • Belgacem, A., Mahmoudi, S., & Kihl, M. (June 2022). Intelligent multi-agent reinforcement learning model for resources allocation in cloud computing. "Journal of King Saud University - Computer and Information Sciences, 34" (6), 2391 - 2404. doi:10.1016/j.jksuci.2022.03.016
    Intelligent multi-agent reinforcement learning model for resources allocation in cloud computing.pdf
  • Belarbi, M. A., Mahmoudi, S., Belalem, G., Mahmoudi, S., & Cools, A. (June 2022). A New Comparative Study of Dimensionality Reduction Methods in Large-Scale Image Retrieval. "Big Data and Cognitive Computing, 6" (2), 54. doi:10.3390/bdcc6020054
    BDCC-06-00054.pdf
  • Kong, P., Mancas, M., Gosselin, B., & Po, K. (June 2022). DeepRare: Generic Unsupervised Visual Attention Models. "Electronics, 11" (11), 1696. doi:10.3390/electronics11111696
    electronics-11-01696-with-cover.pdf
  • Lerat, J.-S., Mahmoudi, S., & Mahmoudi, S. (2022). Distributed Deep Learning: From Single-Node to Multi-Node Architecture. "Electronics". doi:10.3390/electronics11101525
    _electronics-11-01525.pdf
  • Delvigne, V., Wannous, H., Dutoit, T., Ris, L., & Vandeborre, J.-P. (22 May 2022). PhyDAA: Physiological Dataset Assessing Attention. "IEEE Transactions on Circuits and Systems for Video Technology, 32".
    TCSVT.pdf
  • Messadi, M., Mahmoudi, S., & Bessaid, A. (May 2022). ANALYSIS OF SPECIFIC PARAMETERS FOR SKIN TUMOR CLASSIFICATION. "Journal of Mechanics in Medicine and Biology, 22" (4). doi:10.1142/S0219519422500178
    paper_final_JMMB_Messadi.pdf
  • Abidi, A., Ben Khalifa, K., Ben Cheikh, R., Valderrama, C. A., & Hedi Bedoui, M. (2022). Automatic detection of drowsiness in EEG records based on machine learning approaches. "Neural Processing Letters".
    NEPL-D-21-00441-11063_2022_10858-print2.pdf
  • Simoens, P. (2022). Lorsque la Covid révèle un nouveau potentiel habité, durable et numérique. "Les Echos du logements".
    echos_128_extrait.pdf
  • Tadrist, N., Mahmoudi, S., Debauche, O., & Guttadauria, A. (2022). Towards Low-Cost IoT and LPWAN-Based Flood Forecast and Monitoring System. "International Journal of Ubiquitous Systems and Pervasive Networks". doi:10.5383/JUSPN.17.01.006
    juspn-v17-i1-pp-43-49.pdf
  • Raneri, S., Lecron, F., Hermans, J., & Fouss, F. (2022). Predictions through Lean startup? Harnessing AI-based predictions under uncertainty. "International Journal of Entrepreneurial Behaviour and Research".
    10-1108_IJEBR-07-2021-0566.pdf
  • Baghel, M. K., Gillis, N., & Sharma, P. (07 April 2022). On the non-symmetric semidefinite Procrustes problem. "Linear Algebra and its Applications, 648", 133-159. doi:10.1016/j.laa.2022.04.001
    70_On_the_non-symmetric_semidefinite_Procrustes_problem.pdf
  • Nkamla Penka, J. B., Mahmoudi, S., & Debauche, O. (2022). An Optimized Kappa Architecture for IoT Data Management in Smart Farming. "International Journal of Ubiquitous Systems and Pervasive Networks". doi:10.5383/JUSPN.17.02.002
    juspn-v17-i2-pp-59-65.pdf
  • Leplat, V., Gillis, N., & Févotte, C. (01 April 2022). Multi-Resolution Beta-Divergence NMF for Blind Spectral Unmixing. "Signal Processing, 193".
    69_Multi-Resolution_Beta-Divergence_NMF_for_Blind_Spectral_Unmixing.pdf
  • Delvigne, V., Tits, N., La Fisca, L., Hubens, N., Maiorca, A., Wannous, H., Dutoit, T., & Vandeborre, J.-P. (March 2022). Where Is My Mind (Looking at)? A Study of the EEG–Visual Attention Relationship. "Informatics, 9" (1), 26. doi:10.3390/informatics9010026
    informatics-09-00026.pdf
  • Ramos Gomes Da Silva, V., Braulio, A., Valderrama, C., Manneback, P., & De Souza, S. X. (23 February 2022). A Minimally Intrusive Approach for Automatic Assessment of Parallel Performance Scalability of Shared-Memory HPC Applications. "Electronics, 11" (5).
    electronics-11-00689-v2.pdf
  • Ramos Gomes Da Silva, V., Valderrama, C., Manneback, P., & De Souza, S. X. (2022). Analytical Energy Model Parametrized by Workload, Clock Frequency and Number of Active Cores for Share-Memory High-Performance Computing Applications. "Energies".
    energies-15-01213-v3.pdf
  • Le, T. K. H., Phan, D. N., Gillis, N., Ahookhosh, M., & Patrinos, P. (13 January 2022). Block Alternating Bregman Majorization Minimization with Extrapolation. "SIAM Journal on Mathematics of Data Science, 4" (1), 1-25.
    66_Block_Alternating_Bregman_Majorization_Minimization_with_Extrapolation.pdf
  • Berrani, S., Yachir, A., Mahmoudi, S., Badis, D., & Aissani, M. (01 January 2022). Towards a New Semantic Model for Service-Based IoT Applications. "Journal of Information Science and Engineering, 38" (1), 83-100.
    JISE_202201_Final.pdf
  • Nedjar, I., Chikh, M. A., & Mahmoudi, S. (2022). A topological approach for mammographic density classification using a modified synthetic minority over-sampling technique algorithm. "International Journal of Biomedical Engineering and Technology, 38" (2), 193. doi:10.1504/ijbet.2022.10045038
    authorFinalVersion_IMANE_NEDJAR.pdf
  • Mahmoudi, S., & Belarbi, M. A. (2022). Large Scale Multimedia Management: Recent Challenges. "Information, 13" (1), 28. doi:10.3390/info13010028
    information-13-00028 - Said Mahmoudi.pdf
  • Chakraborty, C., Diván, M. J., & Mahmoudi, S. (2022). Multimedia medical data-driven decision making. "Multimedia Tools and Applications, 81" (29), 41781 - 41783. doi:10.1007/s11042-022-14201-3
    Springer - MTAP - Said Mahmoudi.pdf
  • El Amine Lazouni, M., Messadi, M., Feroui, A., & Mahmoudi, S. (2022). EARLY KERATOCONUS DISEASE DETECTION USING ORBSCAN II CORNEAL TOPOGRAPHY. "Journal of Mechanics in Medicine and Biology, 23" (1). doi:10.1142/S021951942350001X
    Early Keratoconus Disease Detection Using Orbscan II Corneal Topography.pdf
  • Hammoudeh, A. T. A., Vanderplaetse, B., & Dupont, S. (2022). Soccer captioning: dataset, transformer-based model, and triple-level evaluation. "Procedia Computer Science, 210" (C), 104-111. doi:10.1016/j.procs.2022.10.125
    EUSPN_8707_719281453.pdf
  • Hammoudeh, A. T. A., & Dupont, S. (2022). The prediction of residential building consumption using profiling and time encoding. "Procedia Computer Science, 210" (C), 7-11. doi:10.1016/j.procs.2022.10.113
    EUSPN_1442_719281453.pdf
  • Mubarak, H., Hammoudeh, A. T. A., Ahmad, S., Abdellatif, A., Mekhilef, S., Mokhlis, H., & Dupont, S. (2022). A hybrid machine learning method with explicit time encoding for improved Malaysian photovoltaic power prediction. "Journal of Cleaner Production", 134979. doi:10.1016/j.jclepro.2022.134979
    A hybrid machine learning method with explicit time encoding for improved Malaysian photovoltaic power prediction _ Elsevier Enhanced Reader.pdf

Books/Collective work published as editor or director

  • Chinmay Chakraborty, Mario José Diván, & Mahmoudi, S. (Eds.). (2022). "Special Issue - Journal : Multimedia Tools and Applications - Multimedia medical data-driven decision making". Springer.

Scientific congresses and symposiums/Unpublished conference/Abstract

  • De Lièvre, B., Housni, S., Boumazguida, K., Temperman, G., & Kumps, A. (16 December 2022). "Comment rendre actif l'apprenant à distance ?" [Paper presentation]. Colloque International, Oujda, Morocco.
    2022_12_16_Oujda.pdf
  • Khoury, L.* , & Simoens, P. (25 November 2022). "Le croisement du numérique avec la gouvernance, vers une résilience urbaine ou amplification de vulnérabilités d'une ville (intelligente) ?" Paper presented at Résilience et territoires, journée des doctorants, Poitiers, France.
    _20221123_résilience_données_et_ville_beyrouth.pdf
  • Simoens, P., & Rey, L. (18 November 2022). "Analyse des processus d'acceptation de divulgation des données, un cas à Bruxelles TIVOLI" [Paper presentation]. UTLaConf : L'interdisciplinarité au service des environnements intelligents, Montpellier, France.
    220929_analyse_des_processus_d'acceptation_de_divulgation_des_données_un cas_a_bxl_TIVOLI.pdf
  • Rey, K., Robin, N., Kaskes, P., Rozada, L., Baele, J.-M., & Claeys, P. (09 November 2022). "Element mapping by μXRF in several morphotype of Lower Cretaceous coprolites from the French locality of Angeac" [Paper presentation]. From Gondwana to Laurasia. The 6th International Palaeontological Congress, Khon Kaen, Thailand.
  • De Lièvre, B., Housni, S., Boumazguida, K., Kumps, A., & Temperman, G. (09 November 2022). "Formation à distance et pédagogie active" [Paper presentation]. 14ème rencontres de la e-formation, Aix-en-Provence, France.
    2022_11_09_Aix_02.pdf
  • De Lièvre, B., & Temperman, G. (08 November 2022). "Tout numérique : et l’humain dans tout ça ? Quelles sont les limites de la formation pour adultes?" [Paper presentation]. Colloque EPALE, Bruxelles, Belgium.
    Capture d’écran 2023-01-13 à 13.04.32.png
  • Mahmoudi, S. (19 October 2022). "Explainable Artificial Intelligence “XAI”". Paper presented at Industry meets Universities BIR&D, BRUXELLES, Belgium.
    AI_XAI_Sidi_Mahmoudi_BiRD.pdf
  • Mahmoudi, S. (19 October 2022). "CLEO : Computer-aided Low-dose Estimation of Osteoarticular Diseases". Paper presented at Industry meets Universities BIR&D, Bruxelles, Belgium.
  • De Lièvre, B., Temperman, G., Boumazguida, K., Kumps, A., Housni, S., & Dragone, L. (04 October 2022). "L'innovation à l'ère du numérique" [Paper presentation]. Colloque International, Mons, Belgium.
    2022_10_04_Oujda_Mons.pdf
  • Amel, O., Mahmoudi, S., & Siebert, X. (28 July 2022). "Multimodal learning for customs fraud detection and action recognition" [Paper presentation]. Deeplearn summer school 2022.
    presentation_opensession_deeplearn2022.pdf
  • Mahmoudi, S. (June 2022). "Webinaire sur les opportunités de coopération en intelligence artificielle : Formations IA à l'UMONS". Paper presented at Webinaire sur les opportunités de coopération en intelligence artificielle, Berne, Switzerland.
  • Gallas, M.-A., Saura lorente, G., & Godimus, E. (25 May 2022). "A Data Workflow Approach for Pedagogical Sensitization to the BIM Concept". Paper presented at Formal Methods in Architecture, A Coruña, Spain.
    Présentation 6FMA.pdf
  • Delvigne, V. (12 May 2022). "Towards the use of self-supervised learning for EEG analysis". Paper presented at Signal and Image Processing in Neuroscience Meeting, Paris, France.
    GdrISIS_abstract.pdfGdrISIS_presentation.pdf
  • Mahmoudi, S. (02 February 2022). "Edge AI & Deep Learning". Paper presented at Kick-off TRAIL/WP4, Mons, Belgium.

Scientific congresses and symposiums/Paper published in a book

  • Bohy, H., El Haddad, K., & Dutoit, T. (2022). A New Perspective on Smiling and Laughter Detection: Intensity Levels Matter. In "2022 10th International Conference on Affective Computing and Intelligent Interaction, ACII 2022". Institute of Electrical and Electronics Engineers Inc. doi:10.1109/ACII55700.2022.9953896
    ACII2022_75.pdf
  • Simoens, P. (2022). The use of social Networks as a tool for architectural and urban design. In I. Cabrera i Fausto, E. Fenollosa Forner, A. Mas Tomas, L. Bosch Roig, C. F. Ribera, S. I. Abad, A. L. Ponce, M. T. P. Figueres, A. P. Mananos, ... J. Lluch, "3rd Vibrach : Changing Priorities" (pp. 198-194). Valencia, Spain: Editorial Universitat Politècnica de València. doi:10.4995/VIBRArch2022.2022.16860
    abstract_PS_VIBRACH_the use of social networks as a tool for architectural and urban design.pdf
  • Seddati, O., Dupont, S., Mahmoudi, S., & Dutoit, T. (2022). Towards Human Performance on Sketch-Based Image Retrieval. In "Proceedings of 19th International Conference on Content-based Multimedia Indexing, CBMI 2022". Association for Computing Machinery. doi:10.1145/3549555.3549582
    cbmi2022-18 (1).pdf
  • Doukha, R., Mahmoudi, S., Mostapha Zbakh, & Manneback, P. (2022). A comparative analysis of Convolution Neural Network models on Amazon Cloud Service. In Yu-Dong Zhang, "AIIPCC 2022". VDE VERLAG.
    A comparative analysis of Convolution Neural Network models on Amazon Cloud Service.pdf
  • Hubens, N., Mancas, M., Gosselin, B., Preda, M., & Zaharia, T. (2022). Improve Convolutional Neural Network Pruning by Maximizing Filter Variety. In S. Sclaroff (Ed.), "Image Analysis and Processing – ICIAP 2022 - 21st International Conference, 2022, Proceedings". Springer Science and Business Media Deutschland GmbH. doi:10.1007/978-3-031-06427-2_32
  • Siv, R., Mancas, M., Gosselin, B., Valy, D., & Sreng, S. (2022). People Tracking and Re-Identifying in Distributed Contexts: Extension Study of PoseTReID. In M. Facta (Ed.), "Proceedings - 9th International Conference on Electrical Engineering, Computer Science and Informatics, EECSI 2022". Institute of Electrical and Electronics Engineers Inc. doi:10.23919/EECSI56542.2022.9946587

Scientific congresses and symposiums/Paper published in a journal

  • Lessage, X., Michal, N., Mahmoudi, S., Lilian, M., Debauche, O., & Mahmoudi, S. (2022). A new coronary artery stenosis detection method with a Hybrid LSTM-CNN model. "Lecture Notes in Networks and Systems".
    Article_Errachidia_Paper_ICAISE22_Springer.pdf
  • Andre, E.* , Boulekbache, H., & Gallas, M.-A. (12 October 2022). Durabilité sociale des processus BIM pour les concepteurs : focus sur les méthodes d’apprentissage dans les écoles d’architecture. "SHS Web of Conferences, 147", 08002. doi:10.1051/shsconf/202214708002
    shsconf_scan22_08002.pdf
  • Ennadifi, E., Dandrifosse, S., Mokhtari, M. E. A., Carlier, A., Laraba, S., Mercatoris, B., & Gosselin, B. (2022). Local Unsupervised Wheat Head Segmentation. "ICCP 2022".
    ICCP 2022.pdf
  • Dandrifosse, S., Ennadifi, E., Carlier, A., Gosselin, B., Dumont, B., & Mercatoris, B. (2022). Effect of the sun on the measurement of wheat ear density by deep learning. "The 15th International Conference on Precision Agriculture".
    ICPA_Elias_Ennadifi.pdf
  • Bohy, H., Hammoudeh, A. T. A., Maiorca, A., Dupont, S., & Dutoit, T. (2022). Analysis of Co-Laughter Gesture Relationship on RGB videos in Dyadic Conversation Context. "Proceedings of LREC".
    8_Paper.pdf
  • Abdolali, M., & Gillis, N. (2022). Subspace Clustering Using Unsupervised Data Augmentation. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings". doi:10.1109/ICASSP43922.2022.9746944
    27_Subspace_Clustering_Using_Unsupervised_Data_Augmentation_-_ICASSP_22.pdf
  • Vu Thanh, O., Gillis, N., & Lecron, F. (2022). Bounded Simplex-Structured Matrix Factorization. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings". doi:10.1109/ICASSP43922.2022.9747124
    26_Bounded_Simplex_Structured_Matrix_Factorization_-_ICASSP_22.pdf
  • Maiorca, A., Hubens, N., Laraba, S., & Dutoit, T. (2022). Towards Lightweight Neural Animation : Exploration of Neural Network Pruning in Mixture of Experts-based Animation Models. "Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP)". doi:10.5220/0010908700003124
    2201.04042.pdf
  • Hammoudeh, A. T. A., Maiorca, A., Dupont, S., & Dutoit, T. (2022). Are there any Body-movement Differences between Women and Men when they Laugh? "Proceedings of LREC".
    9_Paper.pdf

Scientific congresses and symposiums/Poster

  • Rocca, F. (September 2022). "ARC-Sim’Pro : analyse et modélisation des comportements lors de formations : Présentations des outils utilisés dans le projet" [Poster presentation]. Mardi des chercheurs 2022, Mons, Belgium.
    Annexe4_MDC_2022_FrancoisRocca.pdf
  • Amel, O., Mahmoudi, S., Siebert, X., & Hadjila fethallah. (24 August 2022). "Multimodal learning for action recognition and customs fraud detection" [Poster presentation]. deep learning indaba 2022, Tunis, Tunisia.
    poster_indaba.pdf
  • Petrashin, P., Dualibe, F., Lancioni, W., Laprovita, A., & Castagnola, J. L. (18 August 2022). "A simple Low Voltage, Temperature Compensated MOSFET Dosimeter for Embedded Applications" [Poster presentation]. Congreso Argentino de Sistemas Embebidos, CASE 2022, Córdoba, Argentina.
  • Maiorca, A., Yoon, Y., & Dutoit, T. (25 July 2022). "Evaluating the Quality of a Synthesized Motion with the Fréchet Motion Distance". Poster session presented at ACM SIGGRAPH 2022 Posters, Vancouver, Can. doi:10.1145/3532719.3543228
    2204.12318.pdf
  • Benkedadra, M., Mahmoudi, S., & Mancas, M. (30 March 2022). "Real time, Explainable, and Edge Deployable AI for Securing Public Environments and Construction Sites" [Poster presentation]. INFORTECH Day, Mons, Belgium.
    poster.pdf
  • Hammoudeh, A. T. A., Vanderplaetse, B., & Dupont, S. (30 March 2022). "Deep soccer captioning with transformer" [Poster presentation]. Infortech' Day, Mons, Belgium.
  • Bamps, J., Hordies, M., Mbolo Ebubu, E. R., Patris, S., & Vanpee, D. (23 March 2022). "Learning Lab : un exemple d’application interprofessionnelle" [Poster presentation]. Journée des enseignants, Mons, Belgium.
    Poster Learning Lab.pdf

Scientific congresses and symposiums/Paper published on a website

  • Vu thanh, O., Nadisic, N., & Gillis, N. (05 September 2022). "Randomized Successive Projection Algorithm". Paper presented at Colloque GRETSI.
    28 Randomized Successive Projection Algorithm.pdf
  • Hammoudeh, A. T. A., & Dupont, S. (19 June 2022). "How does explicit orientation encoding affect image classification of ConvNets?" [Paper presentation]. CVPR 2022 workshop: Neurovision.
    2_CameraReady_CVPR22_NeurovisionWS_Rotational_encoding.pdf
  • Reboursière, L., Tiffon, V., & Dutoit, T. (07 June 2022). "Guitar Improvisations with Hexaphonic Multieffect (Gihme) Dataset and Practice Analysis" [Paper presentation]. Sound and Music Computing Conference 2022. doi:10.5281/zenodo.6573697
    2022-GIHME-SMC.pdf
  • Zayed, A., Belhadj, N., Ben Khalifa, K., Bedoui, M. H., & Valderrama, C. A. (2022). "Compatibility of video compression standards with Driver Drowsiness Detection acquisition systems: HEVC and VVC comparative study" [Paper presentation]. Applications Médicales de l'Informatique:Nouvelles Approches AMINA 2022, Monastir, Tunisia.
    08-AMINA2022_423966[731]_corrigée.pdf

Reports/Internal report

  • DENIS, P., Facchin, F., MEURISSE, E., & Dualibe, F. (2022). "Analog Electronics 2022 Project : Battery Charger".
    MA1___Analog_Electronics___Project_Denis.pdf
  • Collard, A.-S., Housiau, A.-C., Barrier, T., Damouche, H., Decamps, S., François, C., Gérard, P., Hernalesteen, A., Legrain, E., Orange, C., Skilbecq, P., Van Reijsen, A., & Vermeulen, V. (2022). "Consortium 5 : Formation manuelle, technique, technologique et numérique - Rapport final - Année 6". (3).
    C5 - RFinal Aout 2022.docx.pdf
  • Collard, A.-S., Housiau, A.-C., Barrier, T., Damouche, H., Decamps, S., François, C., Gérard, P., Hernalesteen, A., Legrain, E., Orange, C., Skilbecq, P., Van Reijsen, A., & Vermeulen, V. (2022). "Consortium 5 : Formation manuelle, technique, technologique et numérique - Rapport intermédiaire n°1 - Année 6". (1).
    RI-1 C5 année6.pdf
  • Collard, A.-S., Housiau, A.-C., Barrier, T., Damouche, H., Decamps, S., François, C., Gérard, P., Hernalesteen, A., Legrain, E., Orange, C., Skilbecq, P., Van Reijsen, A., & Vermeulen, V. (2022). "Consortium 5 : Formation manuelle, technique, technologique et numérique - Rapport Intermédiaire n°2 - Année 6". (2).
    RI-2 C5 année6.docx.pdf
  • De Lièvre, B., Collard, A.-S., Descamps, S., Marchal, P., Vandenplas, G., De Grove, K., Deghorain, L., Delforge, C., Dupont Jean-Philippe, & Hernalesteen, A. (2022). "Consortium 8 : Éducation par le numérique - Rapport Intermédiaire n°2 - Année 6". (2).
    Rapport intermédiaire - C8 - 15 Juin 2022 (1)[32491].pdf
  • Denis, P., LIEGEOIS, L., Quenon, A., Daubie, E., & Dualibe, F. (2022). "Développement d’un dosimètre à MOS- FET pour applications de radiothérapie à partir du circuit intégré commercial CD4007".
    Projet_Ba3_CD4007_DENIS.pdf
  • Denis, P., DELPIRE, B., F ACCHIN, F., P OTTIEZ, G., & Dualibe, F. (2022). "Projet de Dispositifs et technologies électroniques : Analyse d'n amplificateur CMOS basé sur le CD4007".
    Projet_DTE_DELPIRE_DENIS_FACCHIN_POTTIEZ.pdf

Reports/External report

  • De Lièvre, B., Collard, A.-S., Descamps, S., Marchal, P., Vandenplas, G., De Grove, K., Deghorain, L., Delforge, C., Dupont, J.-P., & Hernalesteen, A. (2022). "Consortium 8 : Éducation par le numérique - Rapport final - Année 6".
    Rapport final- C8 - 31 Août 2022 (2).pdf

Dissertations and theses/Doctoral thesis

  • Debauche, O. (2022). "Architecture cloud distribuée orientée services, dédiée à l’Internet des objets". Unpublished doctoral thesis, UMONS - Université de Mons [Polytechnique], Mons, Unknown/unspecified. Jury: Mahmoudi, S. (Promotor), Manneback, P. (Promotor), Lebeau, F. (Promotor), Bette, S. (Promotor), Gengler, N. (Promotor), Bindelle, J. (Promotor), Pinet, F. (Promotor), Bouvry, P. (Promotor), Tocquin, P. (Promotor), ... Benjelloun, M.
    Thèse Olivier DEBAUCHE Finale.pdfDéfense publique v2.ppsx

Computer developments/Textual, factual or bibliographical database

  • Dandrifosse, S., Ennadifi, E., Carlier, A., Gosselin, B., Dumont, B., & Mercatoris, B. (2022). "Contrasted-Fertilization Wheat Ear Dataset 2020". doi:10.5281/zenodo.5709821
    CFWED2020.pdf

E-prints, Working papers and Research blog/Eprint first made available on ORBi

  • Seddati, O., Dupont, S., Mahmoudi, S., & Dutoit, T. (2022). "Transformers and CNNs both Beat Humans on SBIR". ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/43859. doi:10.48550/arXiv.2209.06629
    _2209.06629.pdf

Diverse speeches and writings/Conference given outside the academic context

  • Simoens, P. (2022). "DE LIEBNITZ A STEVE JOBS : HISTOIRE COMPAREE DE L'INFORMATIQUE AVEC LA VILLE". Paper presented at les conférences de la bibliothèque Alfred Langlois, Charleroi, Belgium.
    221026_smartcities_computer_smartphone.pdf
  • Simoens, P. (2022). "Smart Cities et low tech : Est-ce vraiment compatible?" Paper presented at Débat bar (Printemps), Bruxelles, Belgium.
    220628_pascal_simoens_Arib_architect_house.pdf
  • Colin, I., Kinet, J., Seiller, L., Devigne, L., Dridelli, A., Descamps, S.* , Siquet, E., & Kaison, P. (2022). "Le Moulin, un outil méthodologique pour aborder le complotisme". Paper presented at CYCLE DE WEBINAIRES – Un vent neuf souffle sur la Recherche en didactique, Liège, Belgium.
    Webinaire moulin 10.05.2022.pdf
  • Simoens, P. (2022). "La ville intelligente aujourd'hui : du top-down au Bottom-up". Paper presented at Mois de l'archietcture, Fleurus, Belgium.

Diverse speeches and writings/Speech/Talk

  • Dupont, N. (2022). "Les scientifiques UMONS face au changement climatique". Paper presented at Séance solennelle de Rentrée Académique de l’Université de Mons, Mons, Belgium.
    DiscoursRentrée2022_CorSci_ND_v3.pdf

Diverse speeches and writings/Communication in media

  • Simoens, P., & Pététin Claire. (2022). "Prisme(s) : Métaverse, nouvel eldorado pour l’architecture ?" Paris, France: Reed Expositions France.

Diverse speeches and writings/Other

Scientific conferences in universities or research centers/Scientific conference in universities or research centers

  • Cools, A., & Mahmoudi, S. (30 March 2022). "Reduction of dimension applied to convolutional neural networks applied for content-based image retrieval engines". Paper presented at Infortech Day, Mons, Belgium.
    Aurelie_COOLS_Poster_Infortech_2022.pdf
  • Simoens, P. (18 March 2022). "Smart Cities? Do it Yourself !" Paper presented at Hackathon Citizen of wallonia, Charleroi, Belgium.
    CitOfWall2022 - PS smart cities.pdf

2021

Scientific journals/Book review

Parts of books/Contribution to collective works

  • Mahmoudi, S., Stassin, S., Daho, M. E. H., Lessage, X., & Mahmoudi, S. (2021). Explainable Deep Learning for Covid-19 Detection Using Chest X-ray and CT-Scan Images. In "Intelligent Healthcare Informatics for Fighting the COVID-19 and Other Pandemics and Epidemics" (pp. 323-338). Springer.
    Explanable_DL_for_covid-19_detection.pdf
  • Debauche, O., Mahmoudi, S., Mahmoudi, S., & Manneback, P. (2021). A new Collaborative Platform for Covid-19, Benchmark Datasets. In "Intelligent Healthcare Informatics for Fighting the COVID-19 and Other Pandemics and Epidemics". Springer. doi:10.1007/978-3-030-72752-9_12
    Covid_Chapter_Olivier_Debauche___Corrected_Proof(1).pdf
  • Lessage, X., Mahmoudi, S., Mahmoudi, S., Laraba, S., Debauche, O., & Belarbi, M. A. (2021). Chest X-ray images analysis with Deep Convolutional Neural Networks (CNN) for COVID-19 detection. In "Intelligent Healthcare Informatics for Fighting the COVID-19 and Other Pandemics and Epidemics" (pp. 405-425). Springer. doi:10.1007/978-3-030-72752-9_21
    Covid_Chapter_Xavier_Lessage(1).pdf

Scientific journals/Article

Books/Book published as author, translator, etc.

Scientific congresses and symposiums/Unpublished conference/Abstract

  • Seddiki, C. (01 December 2021). "Postcolonial industrial heritage in north Africa: The case of the city of Casablanca, Morocco". Paper presented at Structural Studies and Repairs of Modern and Historical Constructions, London, United Kingdom.
  • Hubens, N., Mancas, M., Gosselin, B., Preda, M., & Zaharia, T. (25 November 2021). "Introduction to Compression Techniques for Lighter Neural Networks" [Paper presentation]. Workshop Energy4Climate, Paris, France.
  • Delfosse, C. (01 October 2021). "TRAIL doctoral school: thesis presentation". Paper presented at TRAIL doctoral school, Brussels, Belgium.
    presentation.pdf
  • Simoens, P. (09 June 2021). "De la cartographie à la maquette numérique de territoire : Un outil d’aide à la décision à travers le temps et enjeux". Paper presented at Séminaire Smart Gouvernance, Mons, Belgium.
    210610_FUTUROCITE_Cartes&données.pdf
  • Seddiki, C. (28 May 2021). "Postcolonial industrial heritage in north Africa : Investigations and insights into the city of Casablanca, Morocco". Paper presented at 17th International Conference on Studies, Repairs and Maintenance of Heritage Architecture, Online, Unknown/unspecified.
  • Seddiki, C., & BOULEKBACHE, H. (26 May 2021). "La MEDIATECTURE, UN OUTIL EXPERIENTIEL POUR LA RESILIENCE PATRIMONIALE". Paper presented at Forum International Al Mi'mar 6, Marrakech, Morocco.
  • Delcroix, V., Sihag, G., Grislin-Le Strugeon, E., Siebert, X., Piechowiak, S., & Puisieux, F. (25 May 2021). "Prédiction des facteurs de risque de chute chez les personnes âgées à partir d'observations partielles à l'aide d'un réseau bayésien". Paper presented at Colloque francophone chute de la personne âgée, Valenciennes, France.
  • Seddiki, C. (11 May 2021). "EXPERIENCE DU CLIL CAS D'ETUDE: CARE-LAB" (Seddiki, C., Trans.). Paper presented at UMONS WORKSHOP ON CLIL & IINTERNATIONALISATION, USJ, Beyrouth, Lebanon.
  • Vicenzutto, A. (26 April 2021). "L'évolution des populations antisociales, question de l'expertise : Focus sur les personnes présentant une déficience intellectuelle". Paper presented at Cycle de conférence du CRIAVS ARA, Lyon, France.
    Internement_et_Expertise_en_Belgique_-_A._Vicenzutto_-_26-04-21_-_final.pdf
  • Leclère, P. (19 April 2021). "Towards the quantitative mapping of the mechanical properties of soft materials using unsupervised data clustering and deep learning methods )" [Paper presentation]. Réunion du Groupe de Contact FNRS « Mécamolle », Liège (virtual), Belgium.
  • Coppens, A. (22 March 2021). "Architecture et Réalité Virtuelle" [Paper presentation]. Les doctorants prennent le pouvoir, Mons, Belgium.
  • Seddiki, C. (05 March 2021). "Internationalisation durable : Interdisciplinarité et transdisciplinarité. Étude de cas : CARE-LAB" (Seddiki, C., Trans.). Paper presented at 3rd UFCSPA Symposium of Internationalization, Porto Alegre, Brazil.

Scientific congresses and symposiums/Paper published in a book

  • Coppens, A., Mens, T., & Gallas, M.-A. (2021). Integrating Virtual Reality During the Architectural Design Process: a Survey to Identify Practitioner Needs. In "Proc. of the Conference CIB W78 2021, 11-15 October 2021, Luxembourg". Luxembourg Institute of Science and Technology (LIST).
    w78-2021-paper-054.pdf
  • Le vaillant, G., Dutoit, T., & Dekeyser, S. (2021). Improving Synthesizer Programming From Variational Autoencoders Latent Space. In "Proceedings of the 24th International Conference on Digital Audio Effects, DAFx 2021". Institute of Electrical and Electronics Engineers Inc. doi:10.23919/DAFx51585.2021.9768218
    DAFx20in21_paper_7.pdf
  • Belabed, T., Quenon, A., Ramos Gomes Da Silva, V., Valderrama, C., & SOUANI, C. (2021). Full Python Interface Control: Auto Generation And Adaptation of Deep Neural Networks For Edge Computing and IoT Applications FPGA-Based Acceleration. In "Proceedings of 2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA)". IEEE. doi:10.1109/INISTA52262.2021.9548521
    Full_Python_Interface_Control__Auto_Generation__SUBMITTED.pdfSecond_Best_Paper_Award.pdf

Scientific congresses and symposiums/Paper published in a journal

  • Sihag, G., Delcroix, V., Grislin-Le Strugeon, E., Siebert, X., & Piechowiak, S. (2021). "Temporal Data Simulation based on a real data set for fall prevention". Paper presented at 10èmes Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes, Porquerolles, France.
  • Belgacem, A., Beghdad-Bey, K., & Mahmoudi, S. (2021). "New virtual machine placement approach based on the micro genetic algorithm in cloud computing". Paper presented at International Conference on Future Internet of Things and Cloud, Rome, Italy.
    FiCloud_2021_paper_Belgacem_Mahmoudi.pdf
  • Hubens, N., Mancas, M., Gosselin, B., Preda, M., & Zaharia, T. (2021). "One-Cycle Pruning: Pruning ConvNets Under a Tight Training Budget" [Paper presentation]. Sparsity in Neural Networks: Advancing Understanding and Practice, Remote, NULL.
    SNN_one_cycle.pdf
  • Gobert, M., Gmys, J., Melab, N., & Tuyttens, D. (2021). "Space Partitioning with multiple models for Parallel Bayesian Optimization" [Paper presentation]. International Conference on Optimization and Learning Algorithm, Sicilia (virtual), Italy.
  • Nadisic, N., Vandaele, A., Gillis, N., & Cohen, J. E. (2021). Exact biobjective k-sparse nonnegative least squares. "European Signal Processing Conference". doi:10.23919/EUSIPCO54536.2021.9616202
    22_Exact_Biobjective_k-Sparse_Nonnegative_Least_Squares_-_EUSIPCO_2021.pdf
  • Ang, M. S., Leplat, V., & Gillis, N. (2021). Fast algorithm for complex-NMF with application to source separation. "European Signal Processing Conference". doi:10.23919/EUSIPCO54536.2021.9616335
    24_Fast_algorithm_for_complex-NMF_with_application_to_source_separation_-_EUSIPCO_2021.pdf
  • Vu Thanh, O., Ang, M. S., Gillis, N., & Le, T. K. H. (2021). Inertial Majorization-Minimization Algorithm for Minimum-Volume NMF. "European Signal Processing Conference". doi:10.23919/EUSIPCO54536.2021.9616152
    25_Inertial_Majorization-Minimization_Algorithm_for_Minimum-Volume_NMF_-_EUSIPCO_2021.pdf
  • De Handschutter, P., & Gillis, N. (2021). Deep orthogonal matrix factorization as a hierarchical clustering technique. "European Signal Processing Conference". doi:10.23919/EUSIPCO54536.2021.9615998
    23_Deep_orthogonal_matrix_factorization_as_a_hierarchical_clustering_technique_-_EUSIPCO_2021.pdf
  • Ohib, R., Gillis, N., Shah, S., Potluru, V., & Plis, S. (2021). Grouped Sparse Projection for Deep Learning. "International Conference on Learning Representations".
    21_Grouped_Sparse_Projection_for_Deep_Learning_-_ICLR-HAET.pdf
  • Ang, M. S., Gillis, N., Vandaele, A., & De Sterck, H. (2021). Nonnegative Unimodal Matrix Factorization. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings". doi:10.1109/ICASSP39728.2021.9414631
    20_Nonnegative_Unimodal_Matrix_Factorization_-_ICASSP_2021.pdf

Scientific congresses and symposiums/Poster

  • Stragier, V., Vanabelle, P., & El Tahry, R. (04 December 2021). "Epileptic Seizure Detection on TUSZ: Statistics and Channel-wise Approach" [Poster presentation]. The 2021 IEEE Signal Processing in Medicine and Biology Symposium, Online, United States.
    p01_02.pdf
  • Andre, E., Gallas, M.-A., & BOULEKBACHE, H. (30 March 2021). "Stratégie d'acteurs autour du BIM et du Développement durable". Poster session presented at Mardi des Chercheurs, Mons, Belgium.
    ANDRE-Elodie-Poster.pdf
  • Rocca, F. (30 March 2021). "Codobot : le robot ludique qui aide les enfants à l'apprentissage des concepts de base en programmation" [Poster presentation]. Mardi des Chercheurs 2021, Valenciennes, France.
    MDC2021.pdf

Scientific congresses and symposiums/Paper published on a website

  • Quenon, A., & Ramos Gomes Da Silva, V. (15 April 2021). "Towards Higher-Level Synthesis and Co-design with Python". Paper presented at Workshop on Languages, Tools, and Techniques for Accelerator Design.
    LATTE_21__paper_v_2__accepted.pdf

Dissertations and theses/Doctoral thesis

  • Reboursière, L. (2021). "Organologie, généalogie et pratique de la guitare hexaphonique : du traitement individuel des cordes aucontrôle gestuel instrumental" [Doctoral thesis, UMONS - Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/43012

Diverse speeches and writings/Communication in media

  • Simoens, P. (2021). "Ghost in the Shell, Podcast sciences, Arts et curiosités, saison 2, episode 26". Mons, Belgium: MuMons.

Diverse speeches and writings/Other

  • Rocca, F., Nihoul, B., Blanckaert, A., Ceccotti, L., Dibattista, L., Ponsard, C., & Feron, T. (2021). "Être un facilitateur efficace : Qu'est-ce qu'un bon facilitateur ? Son rôle a-t-il évolué suite à la pandémie de 2019 ? La distance et le travail de co-innovation en ligne ont-ils eu un impact sur sa façon de travailler ?"

2020

Parts of books/Contribution to collective works

  • Tits, N., El Haddad, K., & Dutoit, T. (2020). The Theory behind Controllable Expressive Speech Synthesis: a Cross-disciplinary Approach. In "Human 4.0 - From Biology to Cybernetic". IntechOpen. doi:10.5772/intechopen.89849
    69766.pdf
  • Beebe, J., & Hammoudeh, A. T. A. (2020). Standard Elevator Information Schema: Its Origins, Features and Example Applications. In "Smart Cities - Their Framework and Applications". IntechOpen.
  • Delizee, A., & Michaux, C. (2020). Les représentations mentales de l'interprète de dialogue : de la pertinence locale à la cohérence discursive globale. In "Déverbaliser - reverbaliser : la traduction comme acte de violence ou comme manipulation du sens ?" (pp. 171-197). UCL-Presses Universitaires de Louvain.

Scientific journals/Article

  • Mahmoudi, S., Belarbi, M. A., Mahmoudi, S., Belalem, G., & Manneback, P. (21 December 2020). Multimedia processing using deep learning technologies, highperformance computing cloud resources, and Big Data volumes. "Concurrency and Computation: Practice and Experience, 32" (17).
    Multimedia_Processing_using_Deep_Learning_Technologies_HPC_Cloud_Resources_and_BigData_Volumes.tar
  • Nolack Fote, F., Roukh, A., Mahmoudi, S., Mahmoudi, S., & Debauche, O. (2020). Toward a Big Data Knowledge-Base Management System for Precision Livestock Farming. "Procedia Computer Science".
    1-s2.0-S1877050920322869-main.pdf
  • Debauche, O., Mahmoudi, S., De Cock, N., Mahmoudi, S., Manneback, P., & Lebeau, F. (15 November 2020). Cloud Architecture For Plant Phenotyping Research. "Concurrency and Computation: Practice and Experience, 32" (17). doi:10.1002/cpe.5661
    16649681.pdf
  • El Moulat, M., Debauche, O., Mahmoudi, S., Mahmoudi, S., Manneback, P., & Lebeau, F. (12 November 2020). Edge Computing and Artificial Intelligence for Landslides Monitoring. "Procedia Computer Science, 177", 480-487. doi:10.1016/j.procs.2020.10.066
    1-s2.0-S1877050920323358-main(1).pdf
  • Roukh, A., Nolack Fote, F., Mahmoudi, S., & Mahmoudi, S. (2020). Big Data Processing Architecture for Smart Farming. "Procedia Computer Science". doi:10.1016/j.procs.2020.10.014
    Roukh-Procedia-2020.pdf
  • Debauche, O., Mahmoudi, S., Mahmoudi, S., & Manneback, P. (02 November 2020). A new Collaborative Platform for Research in Smart Farming. "Procedia Computer Science, 177", 450-455. doi:10.1016/j.procs.2020.10.061
    1-s2.0-S1877050920323309-main(1).pdf
  • Ghazli, K., Gillis, N., & Moulaï, M. (2020). Optimizing over the properly efficient set of convex multi-objective optimization problems. "Annals of Operations Research". doi:10.1007/s10479-020-03820-4
    52_Optimizing_over_the_properly_efficient_set_of_convex_multi-objective_optimization_problems.pdf
  • Fu, X., Vervliet, N., De Lathauwer, L., Huang, K., & Gillis, N. (10 September 2020). Nonconvex Optimization Tools for Large-Scale Matrix and Tensor Decomposition with Structured Factors. "IEEE Signal Processing Magazine, 37" (5), 78-94.
    51_Computing_Large-Scale_Matrix_and_Tensor_Decomposition_With_Structured_Factors_-_A_Unified_Nonconvex_Optimization_Perspective.pdf
  • Khouani, A., Daho, M. E. H., Mahmoudi, S., Chikh, M. A., & Benzineb, B. (2020). Automated recognition of white blood cells using deep learning. "Biomedical Engineering Letters".
    Khouani2020_Article_AutomatedRecognitionOfWhiteBlo.pdf
  • Debauche, O., Mahmoudi, S., Mahmoudi, S., Manneback, P., & Lebeau, F. (12 August 2020). Edge AI-IoT (AIoT) Architecture. "Procedia Computer Science, 175", 10-19. doi:10.1016/j.procs.2020.07.006
    1-s2.0-S1877050920316859-main(1).pdf
  • Debauche, O., Mahmoudi, S., Mahmoudi, S., Manneback, P., Bindelle, J., & Lebeau, F. (12 August 2020). Edge Computing and Artificial Intelligence for Real-time Poultry Monitoring. "Procedia Computer Science, 175", 534-541. doi:10.1016/j.procs.2020.07.076
    1-s2.0-S1877050920316859-main(1).pdf
  • Debauche, O., Mahmoudi, S., Mahmoudi, S., Manneback, P., & Lebeau, F. (12 August 2020). Edge Computing and Artificial Intelligence Semantically Driven. Application to a Climatic Enclosure. "Procedia Computer Science, 175", 542-547. doi:10.1016/j.procs.2020.07.077
    1-s2.0-S1877050920317774-main.pdf
  • Debauche, O., Mahmoudi, S., Mahmoudi, S., El Moulat, M., Manneback, P., & Lebeau, F. (02 July 2020). Edge AI-IoT Pivot Irrigation, Plant Diseases and Pests Identification. "Procedia Computer Science, 177". doi:10.1016/j.procs.2020.10.009
    1-s2.0-S1877050920322742-main(1).pdf
  • Lessage, X., Nedoszytko, M., Piussi, C., Mahmoudi, S., & Mahmoudi, S. (2020). Deep Convolutional Neural Networks (CNN) for classification of coronary arteries. "International Journal of Computer Assisted Radiology and Surgery".
    Paper_1.pdf
  • Giudice, F., WEBER, T., Lessage, X., Mahmoudi, S., Mahmoudi, S., & Siebert, X. (2020). Deep Convolutional Neural Networks (CNN) for mammographic abnormalities detection and segmentation. "International Journal of Computer Assisted Radiology and Surgery".
    Paper_2.pdf
  • Castagnola, J. L., Dualibe, F., Laprovitta, A., & GARCIA-VAZQUEZ, H. (2020). A Novel Design and Optimization Approach for Low Noise Amplifiers (LNA) Based on MOST Scattering Parameters and the gm/ID Ratio. "Electronics".
    electronics-09-00785.pdf
  • Nasser, S., Naoui, M., Belalem, G., & Mahmoudi, S. (01 May 2020). Automated Segmentation of Brain Medical Images. "International Journal of Signal Processing, Image Processing and Pattern Recognition, Vol. 13" (No. 1), 17-28. doi:10.33832/ijsip.2020.13.1.02
    Nasser_433_AUTOMATED_SEGMENTATION_OF_BRAIN_MEDICAL_IMAGES.pdf
  • Leplat, V., Gillis, N., & Ang, M. S. (29 April 2020). Blind Audio Source Separation with Minimum-Volume Beta-Divergence NMF. "IEEE Transactions on Signal Processing, 68", 3400-3410.
    50_Blind_Audio_Source_Separation_with_Minimum-Volume_Beta-Divergence_NMF.pdf
  • Silva, S. N., Lopes, F. F., Valderrama, C., & Fernandes, M. A. C. (14 April 2020). Proposal of Takagi-Sugeno Fuzzy-PI Controller Hardware. "Sensors, 20" (7). doi:10.3390/sxx010005
    sensors-20-01996-v2.pdf
  • Degleris, A., & Gillis, N. (26 March 2020). A Provably Correct and Robust Algorithm for Convolutive Nonnegative Matrix Factorization. "IEEE Transactions on Signal Processing, 68" (1), 2499-2512.
    49_A_Provably_Correct_and_Robust_Algorithm_for_Convolutive_Nonnegative_Matrix_Factorization.pdf
  • De Handschutter, P., Gillis, N., Vandaele, A., & Siebert, X. (01 March 2020). Near-Convex Archetypal Analysis. "IEEE Signal Processing Letters, 27" (1), 81-85.
    47_Near-Convex_Archetypal_Analysis.pdf
  • Yvanoff-Frenchin, C., Ramos Gomes Da Silva, V., Belabed, T., & Valderrama, C. (29 February 2020). Edge Computing Robot Interface for Automatic Elderly Mental Health Care Based on Voice. "MDPI, 9" (3), 419. doi:10.3390/electronics9030419
    electronics-09-00419-v2.pdf
  • Choudhary, N., Gillis, N., & Sharma, P. (28 February 2020). On approximating the nearest Ω-stable matrix. "Numerical Linear Algebra with Applications, 27" (3).
    46_On_approximating_the_nearest-stable_matrix.pdf
  • Gillis, N., Karow, M., & Sharma, P. (01 February 2020). A note on approximating the nearest stable discrete-time descriptor system with fixed rank. "Applied Numerical Mathematics, 148", 131-139.
    44_A_note_on_approximating_the_nearest_stable_discrete-time_descriptor_systems_with_fixed_rank.pdf

Books/Book published as author, translator, etc.

  • Gillis, N. (2020). "Nonnegative Matrix Factorization". SIAM Publishing.
    NMFbook.pdf

Books/Collective work published as editor or director

  • Valderrama, C., & Valderrama, C. (Ed.). (2020). "Electronics (ISSN 2079-9292) Special issue: Energy Aware HPC Revisited: AI Concerns, Architectures and Optimization Strategies". MDPI.

Scientific congresses and symposiums/Unpublished conference/Abstract

  • Coppens, A. (07 December 2020). "GHXR: tabletop tangible interaction for collaborative architectural modelling within immersive (both AR and VR) environments" [Paper presentation]. Séminaires inforTech/Numédiart, Mons, Belgium.
  • Gallas, M.-A. (20 November 2020). "Recherches scientifiques en Conception & Numérique : Quelles recherches? pourquoi? Vers quoi?" Paper presented at SCAN20 « Culture numérique et conception architecturale ... Retour vers le Futur », Bruxelles , Belgium.
  • Simoens, P., & Gallas, M.-A. (16 November 2020). "Synergies/dichotomies de la formation au projet aux outils numériques: Comparaison des besoins en bureaux d'études et la formation universitaire dans le domaine architectural". Paper presented at SCAN20 « Culture numérique et conception architecturale ... Retour vers le Futur », Bruxelles , Belgium.
    Présentation_FAU_ARIB_2020_EN.pdf
  • Belabed, T., Maria Gracielly, F. C., Fernandes, M. A. C., Valderrama, C., & SOUANI, C. (20 October 2020). "Low Cost and Low Power Stacked Sparse Autoencoder Hardware Acceleration for Deep Learning Edge Computing Applications" [Paper presentation]. 6th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP), Sousse, Tunisia.
  • Seddiki, C. (15 October 2020). "Cultures de l'enseignement et de l'apprentissage: Exploiter la diversité des étudiants et du personnel" (Seddiki, C., Trans.). Paper presented at ICHLE Symposium 2020 - TRANSDISCIPLINARY COLLABORATION IN ICLHE AND EMI, Mons, Belgium.
  • Baleine, N., Odent, J., & Raquez, J. M. (01 October 2020). "3D4MED : Development of individualised 3D implants to improve patient care". Paper presented at J-tech Biomed, Mons, Belgium.
  • De Smet, I. (10 March 2020). "Conception d'ilots compacts de logements, une réponse aux enjeux de la densification" [Paper presentation]. L'Atlas des Possibles, Namur, Belgium.
  • Delvigne, V., Dutoit, T., Ris, L., Wannous, H., & Vandeborre, J.-P. (21 January 2020). "An innovative Neurofeedback for children with ADHD using Virtual Reality" [Paper presentation]. 4th HBP Student Conference on Interdisciplinary Brain Research, Pisa, Italy.
    Abstract_Delvigne_HBPSC_2020.pdfHBPSC_Poster.pdf
  • La Fisca, L., Dutoit, T., Lefebvre, L., Simoes Loureiro, I., Ris, L., & Gosselin, B. (21 January 2020). "Deep Learning based Neurofeedback Targeting Semantic Memory in Alzheimer's Disease" [Paper presentation]. 4th HBP Student Conference on Interdisciplinary Brain Research, Pisa, Italy.
    Abstract-HBP-Luca_La_Fisca.pdfPoster_HBP_2020.pdf

Scientific congresses and symposiums/Paper published in a book

  • Abidi, A., BEN KHALIFA, K., Valderrama, C., & BEDOUI, M. H. (2020). Drowsiness detection system based on EEG and ECG signal. In "10ième Édition du Workshop AMINA Le 17, 18 & 19 Décembre 2020 À l'Hôtel Regency & Spa Monastir - Tunisie". 10ième Édition du Workshop AMINA Le 17, 18 & 19 Décembre 2020 À l'Hôtel Regency & Spa Monastir - Tunisie.
  • Delbrouck, J.-B., Tits, N., & Dupont, S. (2020). Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition. In "NLP Beyond Text (NLPBT) - EMNLP 2020 (2020)". -.
    EMNLP_2020.pdf
  • Brousmiche, M., Dupont, S., & Rouat, J. (2020). Intra and Inter-Modality Interactions for Audio-Visual Event Detection. In "ACM International Conference on Multimedia". -.
  • Delbrouck, J.-B., Tits, N., Brousmiche, M., & Dupont, S. (2020). A Transformer-based joint-encoding for Emotion Recognition and Sentiment Analysis. In "Second Grand Challenge and Workshop on Multimodal Language - ACL 2020 (2020)". -. doi:10.18653/v1/2020.challengehml-1.1
    ACL_2020.pdf

Scientific congresses and symposiums/Paper published in a journal

  • Delvigne, V., Wannous, H., Vandeborre, J.-P., Ris, L., & Dutoit, T. (2020). "Attention Estimation in Virtual Reality with EEG based Image Regression" [Paper presentation]. IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR), Utrecht (Online), Netherlands.
    AIVR_2020.pdf
  • Simoens, P. (2020). "Analyse des rapports d'influences des acteurs par l'usage de la plateforme socionumérique Facebook dans le cadre de la sauvegarde du pont des trous à Tournai". Paper presented at La Fabrique de la participation Culturelle. Plateformes numériqus et enjeux démocratiques, Paris, France.
    Actes_FabriqueParticipationCulturelle.pdf
  • Doukha, R., Mahmoudi, S., Mostapha, Z., & Manneback, P. (2020). "Deployment of Containerized Deep Learning Applications in the cloud". Paper presented at 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications, Marrakech, Morocco.
  • Hammou, D. R., Mahmoudi, S., Adjoudj, R., & Mechab, B. (2020). "A Model Of A Biometric Recognition System Based On The Hough Transform Of Libor Masek and 1-D Log-Gabor Filter". Paper presented at 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications, Marrakech, Morocco.
  • Nolack Fote, F., Mahmoudi, S., Mahmoudi, S., & Roukh, A. (2020). "Big Data Storage and Analysis for Smart Farming". Paper presented at 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications, Marrakech, Morocco.
  • Andre, E., BOULEKBACHE, H., & Gallas, M.-A. (2020). Le BIM peut-il être un agent facilitant les démarches de développement durable dans la construction ? "SHS Web of Conferences". doi:10.1051/shsconf/20208202005
    shsconf_scan2020_02005.pdf
  • Coppens, A., Mens, T., & Gallas, M.-A. (2020). "Modélisation Paramétrique en Réalité Virtuelle" [Paper presentation]. SCAN20 « Culture numérique et conception architecturale ... Retour vers le Futur », Bruxelles , Belgium. doi:10.1051/shsconf/20208203005
    shsconf_scan2020_03005.pdf
  • Bornia, J., Frihida, A., Debauche, O., Mahmoudi, S., & Manneback, P. (2020). "Deep Learning and Tensorflow for Tracking People's Movements in a Video". Paper presented at 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications, Marrakech, Morocco.
    paper_97.pdf
  • Tits, N., El Haddad, K., & Dutoit, T. (2020). "Laughter Synthesis: Combining Seq2seq modeling with Transfer Learning" [Paper presentation]. Conference of the International Speech Communication Association, Shanghai, China.
    interspeech_2020_laughter_synthesis_seq2seq.pdf
  • Tits, N., El Haddad, K., & Dutoit, T. (2020). "ICE-Talk: an Interface for a Controllable Expressive Talking Machine" [Paper presentation]. Conference of the International Speech Communication Association, Shanghai, China.
    interspeech_2020_ice_talk.pdf
  • El Haddad, K., & Dutoit, T. (2020). "Cross-Corpora Study of Smiles and Laughter Mimicry in Dyadic Interactions" [Paper presentation]. Interdisciplinary Workshop on laughter and other non-verbal vocalisations, Bielefeld, Germany. doi:10.4119/lw2020-926
    926-Article_Text-902-1-10-20201009.pdf
  • Ait Abelouahid, R., Debauche, O., Mahmoudi, S., Marzak, A., Manneback, P., & Lebeau, F. (2020). "Smart Nest Box: IoT based Nest monitoring in artificial cavities". Paper presented at The 3rd International Conference on Advanced Communication Technologies and Networking (CommNet 2020), Marrakech, Morocco. doi:10.1109/CommNet49926.2020.9199624
    CommNet_2020__Smart_Nest_Box___Camera_Ready.pdf
  • Debauche, O., Ait Abelouahid, R., Mahmoudi, S., Moussaoui, Y., Marzak, A., & Manneback, P. (2020). "RevoCampus: a distributed open source and low-cost smart campus". Paper presented at The 3rd International Conference on Advanced Communication Technologies and Networking (CommNet 2020), Marrakech, Morocco. doi:10.1109/CommNet49926.2020.9199640
    CommNet_2020__Smart_Campus___Camera_Ready.pdf
  • Delvigne, V., Ris, L., Dutoit, T., Wannous, H., & Vandeborre, J.-P. (2020). "VERA: Virtual Environments Recording Attention" [Paper presentation]. International Conference on Serious Games and Applications for Health, Vancouver (Online), Canada.
    09201699.pdf
  • Siv, R., Mancas, M., Seng, S., Chhun, S., & Gosselin, B. (2020). "People Tracking and Re-Identifying in Distributed Contexts: PoseTREID Framework and Dataset" [Paper presentation]. International Conference on Information Technology and Electrical Engineering, Yogyarkarta, Indonesia.
  • Roukh, A., Nolack Fote, F., Mahmoudi, S., & Mahmoudi, S. (2020). "WALLeSMART: Cloud Platform for Smart Farming". Paper presented at International Conference on Statistical and Scientific Database Management, 2020, Austria.
  • Vanderplaetse, B., & Dupont, S. (2020). Improved Soccer Action Spotting Using Both Audio and Video Streams. "Conference on Computer Vision and Pattern Recognition Workshops".
    Improved_Soccer_Action_Spotting_Using_Both_Audio_and_Video_Streams_CVPRW_2020_paper.pdf
  • Ennadifi, E., Laraba, S., Vincke, D., Mercatoris, B., & Gosselin, B. (2020). Wheat Diseases Classification and Localization Using Convolutional Neural Networks and GradCAM Visualization. "IEEE ISCV2020".
    ISCV2020.pdf
  • Nadisic, N., Vandaele, A., Cohen, J. E., & Gillis, N. (2020). Sparse Separable Nonnegative Matrix Factorization. "European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases". doi:10.1007/978-3-030-67658-2_20
    19_Sparse_Separable_Nonnegative_Matrix_Factorization_-_ECML_2020.pdf
  • Le, T. K. H., Gillis, N., & Patrinos, P. (2020). Inertial Block Proximal Methods for Non-Convex Non-Smooth Optimization. "International Conference on Machine Learning".
    18_Inertial_Block_Proximal_Methods_for_Non-Convex_Non-Smooth_Optimization_-_ICML_2020.pdf
  • Marrinan, T., & Gillis, N. (2020). Hyperspectral Unmixing with Rare Endmembers via Minimax Nonnegative Matrix Factorization. "European Signal Processing Conference". doi:10.23919/Eusipco47968.2020.9287456
    16_Hyperspectral_Unmixing_with_Rare_Endmembers_via_Minimax_Nonnegative_Matrix_Factorization_-_EUSIPCO_2020.pdf
  • Kervazo, C., Gillis, N., & Dobigeon, N. (2020). Successive Nonnegative Projection Algorithm for Linear Quadratic Mixtures. "European Signal Processing Conference". doi:10.23919/Eusipco47968.2020.9287788
    17_Successive_Nonnegative_Projection_Algorithm_for_Linear_Quadratic_Mixtures_-_EUSIPCO_2020.pdf
  • Ait Abelouahid, R., Debauche, O., Mahmoudi, S., Marzak, A., Manneback, P., & Lebeau, F. (2020). "Open Phytotron: A New Device for Home Controlled-Environment Agriculture". Paper presented at 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications, Marrakech, Morocco.
    phytotron.pdf
  • Debauche, O., Mahmoudi, S., & Moussaoui, Y. (2020). "Internet of Things learning: a practical case for smart building automation". Paper presented at 5th International Conference on Cloud Computing and Artificial Intelligence: Technologies and Applications, Marrakech, Morocco.
    conference_041818.pdf
  • Moreau, A., Mancas, M., & Dutoit, T. (2020). "Unsupervised depth prediction from monocular sequences:Improving performances through instance segmentation" [Paper presentation]. Canadian Conference on Computer and Robot Vision, Ottawa, Canada.
    crv20.pdf
  • Brousmiche, M., Rouat, J., & Dupont, S. (2020). SECL-UMONS DATABASE FOR SOUND EVENT CLASSIFICATION AND LOCALIZATION. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings". doi:10.1109/ICASSP40776.2020.9053298
    Peer-reviewed-paper.pdf
  • Mancas, M., Kong, P., Gosselin, B., & Seng, S. (2020). "Visual Attention: Deep Rare Features" [Paper presentation]. International Conference on Imaging, Vision & Pattern Recognition (ICVPR), Fukuoka, Japan.
  • Debauche, O., Mahmoudi, S., Mahmoudi, S., Manneback, P., Bindelle, J., & Lebeau, F. (2020). "Edge Computing for Cattle Behavior Analysis". Paper presented at Second international conference on Embedded & Distributed Systems, EDiS'2020, Oran, Algeria. doi:10.1109/EDiS49545.2020.9296471
    EDIS2020__Edge_Computing_for_Cattle_Behavior_Analysis___Camera_Ready.pdf
  • Tits, N., El Haddad, K., & Dutoit, T. (2020). "Neural Speech Synthesis with Style Intensity Interpolation: A Perceptual Analysis" [Paper presentation]. IEEE/ACM International Conference on Human-Robot Interaction, Cambridge, United Kingdom. doi:10.1145/3371382.3378297
    3371382.3378297.pdf
  • Nadisic, N., Vandaele, A., Gillis, N., & Cohen, J. E. (2020). Exact Sparse Nonnegative Least Squares. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings".
    13_Exact_Sparse_Nonnegative_Least_Squares.pdf
  • Ang, M. S., Cohen, J. E., Le, T. K. H., & Gillis, N. (2020). Extrapolated Alternating Algorithms for Approximate Canonical Polyadic Decomposition. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings".
    14_Extrapolated_Alternating_Algorithms_for_Approximate_Canonical_Polyadic_Decomposition.pdf
  • El Haddad, K., Tits, N., Velner, E., & Bohy, H. (2020). "Cozmo4Resto: A Practical AI Application for Human-Robot Interaction" [Paper presentation]. eNTERFACE Summer Workshop on Multimodal Interfaces, Ankara, Turkey.
    ent19_report.pdf
  • Hubens, N., Mancas, M., Gosselin, B., Decombas, M., Preda, M., Zaharia, T., & Dutoit, T. (2020). "An Experimental Study of the Impact of Pre-Training on the Pruning of a Convolutional Neural Network" [Paper presentation]. APPIS 2020: Proceedings of the 3rd International Conference on Applications of Intelligent Systems, Las Palmas de Gran Canaria, Spain.

Scientific congresses and symposiums/Poster

  • Saura Lorente, G., & Gallas, M.-A. (19 November 2020). "Exploitation des données d'une maquette numérique : Automatisation de l'estimation de la valeur foncière". Poster session presented at SCAN20 « Culture numérique et conception architecturale ... Retour vers le Futur », Bruxelles , Belgium.
    20201109_GregorioSauraLorente_SCAN20_Poster_A1.pdf
  • Debauche, O., Ait Abelouahid, R., & Moussaoui, Y. (19 June 2020). "An open source and low-cost Smart Auditorium". Poster session presented at The 2nd international workshop on innovative smart city technologies, wisct'2020, Casablanca, Morocco.
    WISCT2020_paper_14.pdf

Dissertations and theses/Master’s dissertation

  • MEDNOUN, A., Bueno Martinez, A., Dualibe, F., Debliquy, M., Lahem, D., & Caucheteur, C. (2020). "Contrôle de température à boucle fermée d'un capteur de gaz à semiconducteur" [Master’s dissertation, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/42350
  • SIMO, J., Ramos Gomes Da Silva, V., & Valderrama, C. (2020). "Identification of horse's paces: Co-superviseur dans les travaux de Jean SIMO" [Master’s dissertation, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/42353
    simon.pdf

Dissertations and theses/Doctoral thesis

  • Tits, N. (2020). "Controlling the Emotional Expressiveness of Synthetic Speech - a Deep Learning Approach". Unpublished doctoral thesis, Université de Mons. Jury: .
    UMONS_PhD_Thesis_Noe_Tits.pdf
  • Laraba, S. (2020). "Deep Learning for Skeleton-Based Human Action Recognition" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/42333
    thesis_SL.pdf

Learning materials/Other

Computer developments/Software

  • Ramos Gomes Da Silva, V., & Valderrama, C. (2020). "Performance Counters Profiler: Performance Counters api for python".

Computer developments/Other

  • Ramos Gomes Da Silva, V. (2020). "Energy model vizualiation: vitorramos.github.io/energyplot/".

Diverse speeches and writings/Other

  • Seddiki, C. (2020). "CARE LAB - L'EMOTION EN ARCHITECTURE" (Seddiki, C., Trans.).
  • Seddiki, C., & Walaszczyk, J. (2020). "FACE AU COVID: CARE LAB" (Seddiki, C., ... Walaszczyk, J., Trans.).
  • Seddiki, C. (2020). "Un voyage de découverte de l'ICLHE : Mission (im)possible pour les enseignants de contenu ?" (Seddiki, C., Trans.).
  • Andre, E. (2020). "Le développement durable dans la construction".
    200220-DD_dans_la_construction.pdf
  • Reboursière, L. (2020). "Hexaphonic multi-effets - Improvisations with controller 1/3".
  • Reboursière, L. (2020). "Hexaphonic multi-effects - Improvisation with controller (2/3)".
  • Reboursière, L. (2020). "Hexaphonic multi-effects - Improvisation with controller (3/3)".
  • Reboursière, L. (2020). "Hexaphonic multi-effects - strings with effects and strings without".
  • Bruyninckx, M. (2020). "Test de Kolmogorov Smirnov pour deux échantillons".

2019

Scientific journals/Book review

  • BLAIECH, A. G., BEN KHALIFA, K., Valderrama, C., FERNANDES, M. A. C., & BEDOUI, M. H. (2019). Taxonomy of FPGA-Based Topologies for Future Deep Learning Architectures. "Journal of Systems Architecture". doi:10.1016/j.sysarc.2019.01.007
    Ahmed Ghazi BLAIECH_accepted_paper.pdf
  • (et 7 co-auteurs), & Saussez, S. (2019). Involvement of HPV Infection in the Release of Macrophage Migration Inhibitory Factor in Head and Neck Squamous Cell Carcinoma. "Journal of Clinical Medicine".

Parts of books/Contribution to collective works

  • Tits, N., El Haddad, K., & Dutoit, T. (2019). Exploring Transfer Learning for Low Resource Emotional TTS. In "Intelligent Systems and Applications" (pp. 52-60). Springer. doi:10.1007/978-3-030-29516-5_5
    Exploring_Transfer_Learning_for_Low_Resource_Emotional_TTS.pdf
  • Tits, N., El Haddad, K., & Dutoit, T. (2019). Emotional Speech Datasets for English Speech Synthesis Purpose: A Review. In "Intelligent Systems and Applications" (pp. 61-66). Springer.
    Emotional_Speech_Datasets_for_Speech_Synthesis_Purpose___A_Review.pdf
  • Simoens, P. (2019). Faudra-t-il encore croire en Dieu demain pour devenir immortel. In "Les chaines de Prométhée : éthiques des progrès". mémogrames.
    181008_SCIENT_faudra-t-il_encore_croire_en_dieu_demain_pour_devenir_immortel.pdf
  • Dutoit, T., & Stylianou, Y. (2019). The Oxford Handbook of Computational Linguistics 2nd edition: Text-to-Speech Synthesis. In "The Oxford Handbook of Computational Linguistics 2nd edition" (pp. 323-338). Oxford University Press.
    TTS synthesis chapter.pdf
  • Raluca, M. A., Suciu, G., Balaceanu, C., Beceanu, C., Petrache, A., Nadrag, C., Sever, P., & Valderrama, C. (2019). Body Area Network Challenges and Solutions. In M. A. Raluca, G. Suciu, C. Balaceanu, C. Beceanu, A. Petrache, C. Nadrag, P. Sever, C. Valderrama, R. Maheswar (Ed.), R. G. Kanagachidambaresan (Ed.), R. Jayaparavathy (Ed.), ... S. M. Thampi (Ed.), "Body Area Network Challenges and Solutions" (pp. 21). Springer International Publishing.

Scientific journals/Article

Scientific congresses and symposiums/Unpublished conference/Abstract

  • Simoens, P. (12 December 2019). "Séminaire Transfo : Projeter l'espace et les données : Data Psychogéographie : décrire l'espace avec les données pour construire la ville". Paper presented at séminaire Transfo, Dulbéa, Charleroi, Unknown/unspecified.
  • Valderrama, C. (02 December 2019). "6th Reconfigurable Market Workshop" [Paper presentation]. MUSICS-FNRS doctoral school 6th Reconfigurable Market Workshop, Mons, Belgium.
  • Amkrane, Y., El Adoui, M., & Benjelloun, M. (22 November 2019). "Analysing Breast cancer reaction to chemotherapy using Radiomics". Paper presented at Grascomp Doctoral Day (GDD'19), UNamur, Belgium.
  • Coppens, A. (22 November 2019). "Graph-Based Architectural Modelling in Virtual Reality" [Paper presentation]. Grascomp Doctoral Day (GDD'19), UNamur, Belgium.
  • Reboursière, L. (25 October 2019). "Généalogie, développement du contexte technique et pratique de la guitare hexaphonique" [Paper presentation]. Journée des doctorants en Art et Sciences de l'Art, Mons, Belgium.
    191025-communication_ED_AScA.pdf
  • Hubens, N. (20 September 2019). "Towards smaller and faster DNNs" [Paper presentation]. Machine Learning Workshop, Paris, France.
  • Valderrama, C. (16 July 2019). "UFRN PPGEEC/CT Winter School: Artificial Intelligence platforms and tools" [Paper presentation]. UFRN PPGEEC/CT Winter School : Artificial Intelligence platforms and tools, UFRN Natal, Brazil.
  • Mahmoudi, S. (13 June 2019). "L'apprentissage profond (Deep Learning) au service de la vision par ordinateur et vidéo surveillance". Paper presented at Journée des doctorants, Université de Tlemcen, Algeria.
  • Mahmoudi, S. (07 June 2019). "Embedded System for Computer Vision and Video surveillance using Deep Learning Technologies". Paper presented at ID2Move Belgian Academic Seminar Autonomous Systems, Nivelles, Belgium.
  • Simoens, P. (17 May 2019). "Introduction au concept des villes intelligentes / Smart Cities". Paper presented at COLLOQUE NATIONAL DES GEOMETRES-EXPERTS - UGEC, Cerfontaine, Belgium.
  • Dualibe, F. (17 April 2019). "Public disertation : An Ultra-Low Power and Ultra-Low Voltage RF-Powered CMOS Front-End for Low-Rate Autonomous Sensors for WSN nodes" [Paper presentation]. IEEE student branch Workshop, University of Pretoria, Pretoria, South Africa.
  • Coppens, A., Mens, T., & Gallas, M.-A. (05 March 2019). "Modélisation architecturale et réalité virtuelle" [Paper presentation]. Mardi des Chercheurs 2019 (MdC2019), Mons, Belgium.
    142.pdf
  • Ramos Gomes Da Silva, V., & Valderrama, C. (07 January 2019). "Energy-Optimal Configurations for Single-Node HPC Applications" [Paper presentation]. Séminaires inforTech/Numédiart, Mons, Belgium.

Scientific congresses and symposiums/Paper published in a book

  • Delbrouck, J.-B., Maiorca, A., Hubens, N., & Dupont, S. (2019). Modulated Self-attention Convolutional Network for VQA. In "NeurIPS 2019 Workshop on Visually-Grounded Interaction and Language (ViGIL) (2019)". -.
    1910.03343.pdf
  • ZREIK, K., Becue, V., & Gallas, M.-A. (2019). "Concevoir à l'ère Post- Numérique". Paper presented at 01 DESIGN 11 MONS, Mons, Belgium.
  • Abidi, A.* , Nouira, I., Bedoui, M. H., & Valderrama, C. A. (2019). Parallel Implementation on GPU for EEG Artifact Rejection by Combining FastICA and TQWT. In "2018 IEEE/ACS 15th International Conference on Computer Systems and Applications (AICCSA)". IEEE. doi:10.1109/AICCSA.2018.8612838
    AICCSA.2018.8612838 (1).pdf

Scientific congresses and symposiums/Paper published in a journal

  • Gillis, N. (2019). Successive Projection Algorithm Robust to Outliers. "IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing".
    15_Successive_Projection_Algorithm_Robust_to_Outliers_-_CAMSAP_2019.pdf
  • El Haddad, K., Zajega, F., & Dutoit, T. (2019). "An Open-Source Avatar for Real-Time Human-Agent Interaction Applications" [Paper presentation]. Affective Computing and Intelligent Interaction, .
  • Daho, M. E. H., Ammar, M., & Mahmoudi, S. (2019). "Prostate segmentation in magnetic resonance images using Multi-resolution Active Appearance Models". Paper presented at 1st International Conference on Networking Telecommunications, Biomedical Engineering and Applications (ICNTBA'19), Boumerdes, Algeria.
  • Chenine, A., M'hamed Amine, H., MERATI, M., Mahmoudi, S., & BENSABER, D. A. (2019). "Colour Spaces Impact On Convolutional Neural Networks Performance". Paper presented at 1st International Conference on Networking Telecommunications, Biomedical Engineering and Applications (ICNTBA'19), Boumerdes, Algeria.
    Colour_Spaces_Impact_On_Convolutional_Neural_Networks.pdf
  • MERATI, M., Mahmoudi, S., Chenine, A., & Chikh, M. A. (2019). "Classifying lesions in mammograms using artificial neural network". Paper presented at 1st International Conference on Networking Telecommunications, Biomedical Engineering and Applications (ICNTBA'19), Boumerdes, Algeria.
  • Rafael-Patino, J., Yu, T., Delvigne, V., Barakovic, M., Pizzolato, M., Girard, G., K. Jones, D., Canales-Rodríguez, E. J., & Thiran, J.-P. (2019). DWI simulation-assisted Machine Learning models for microstructure estimation. "Mathematics and Visualization".
    DWI_simulation_assisted_machine_learning_models_for_microstructure_estimation.pdf
  • Yvanoff-Frenchin, C., Ramos Gomes Da Silva, V., Belabed, T., & Valderrama, C. (2019). "An Edge Computing Robot Experience for Automatic Elderly Mental Health Care Based on Voice" [Paper presentation]. ICT Innovations, Ohrid, North Macedonia.
  • Ranieri, M. (2019). "The participation through JR's artwork.: Critical approach of the ' Inside Out Project'". Paper presented at Framing Street Art, Nice, France.
    layout_framinggasa_-_psn_4_web.pdf
  • El Haddad, K., Nallan Chakravarthula, S., & Kennedy, J. (2019). "Smile and Laugh Dynamics in Naturalistic Dyadic Interactions: Intensity Levels, Sequences and Roles" [Paper presentation]. International Conference on Multimodal Interaction, Suzhou, China.
    icmi_2019.pdfsupplementary_material.pdf
  • Brousmiche, M., Dupont, S., & Rouat, J. (2019). Audio-Visual Fusion And Conditioning With Neural Networks For Event Recognition. "International Workshop on Machine Learning for Signal Processing".
    Peer-reviewed-paper.pdf
  • Tits, N. (2019). "A Methodology for Controlling the Emotional Expressiveness in Synthetic Speech - a Deep Learning approach". Paper presented at Affective Computing and Intelligent Interaction, Cambridge, United Kingdom. doi:10.1109/ACIIW.2019.8925241
    Doctoral_consortium_ACII2019_Camera_ready.pdf
  • Brahimi, M., Mahmoudi, S., Boukhalfa, K., & Moussaoui, A. (2019). "Deep interpretable architecture for plant diseases classification". Paper presented at 2019 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA), POZNAN, Unknown/unspecified.
  • Tits, N., Wang, F., El Haddad, K., Pagel, V., & Dutoit, T. (2019). "Visualization and Interpretation of Latent Spaces for Controlling Expressive Speech Synthesis through Audio Analysis" [Paper presentation]. Conference of the International Speech Communication Association, Graz, Austria. doi:10.21437/Interspeech.2019-1426
    1426.pdf
  • Patel, M., YADAV, A., & Valderrama, C. (2019). "YOLO-based Method for Indian Car License Plate Detection" [Paper presentation]. ISER ICABMIS International Conference on Advances in Business Management and Information Science, Sydney, Australia.
    2019_Monal_Patel_ISER_ICABMIS_AU_(PUB_SEMI)_IS-ABMISSYDNY-05099-12914_63-67.pdf
  • Coppens, A., Bicer, B., Yilmaz, N., & Aras, S. (2019). "Exploration of Interaction Techniques for Graph-based Modelling in Virtual Reality" [Paper presentation]. Proceedings of the 15th International Summer Workshop on Multimodal Interfaces - eNTERFACE'19, Ankara, Turkey.
    eNTERFACE19_proc.pdf
  • Ndjia Njike, B. E., & Siebert, X. (2019). "Nonparametric Active learning under local smoothness assumption". Paper presented at Conférence francophone sur l'apprentissage automatique, Toulouse, France.
    cap2019.pdf
  • Ramos Gomes Da Silva, V., Furtunato, A., Georgiou, K., Kerstin, E., Valderrama, C., & De Souza, S. X. (2019). "Energy-Optimal Configurations for Single-Node HPC Applications" [Paper presentation]. International Conference on High Performance Computing & Simulation, Dublin, Ireland.
    Energy_Optimal_Configurations_for_Single_Node_HPC_Applications__Copy_.pdf
  • Plum, J., De Cock, N., Dubois, J.-P., Dufrasne, I., Soyeurt, H., Quoitin, B., Mahmoudi, S., & Bindelle, J. (2019). "Evaluation of Intel Realsense Depth cameras for open source remote monitoring of heifers on pastures" [Paper presentation]. European conference dedicated to the future use of ICT in the agri-food sector, bioresource and biomass sector (EFITA 2019)), Rhodes, Greece.
  • Milisavljevic, A., Le Bras, T., Mancas, M., Petermann, C., Gosselin, B., & Doré-Mazars, K. (2019). "Towards a better description of visual exploration through temporal dynamic of ambient and focal modes" [Paper presentation]. ACM Symposium on Eye Tracking Research & Applications, Denver, United States - Colorado.
  • Debauche, O., Mahmoudi, S., & Mahmoudi, S. (2019). "Internet of Things: learning and practices. Application to Smart City". Paper presented at The 4th IEEE International Conference on Cloud Computing Technologies and Applications, Brussels, Belgium. doi:10.1109/CloudTech.2018.8713337
    bare_conf.pdf
  • Ramos Gomes Da Silva, V., Valderrama, C., De Souza, S. X., & Manneback, P. (2019). "An Accurate Tool for Modeling, Fingerprinting, Comparison, and Clustering of Parallel Applications Based on Performance Counters" [Paper presentation]. IEEE International Parallel and Distributed Processing Symposium, Rio de Janeiro, Brazil.
    Novel_HPC_Clustering_and_Accurate_Application_Analysis_Tool_Based_on_Performance_Counters (1).pdf
  • Stander, T., Petrashin, P., Toledo, L., Lancioni, W., Vazquez, C., & Dualibe, F. (2019). "Influence of Oscillator Topology on Fault Sensitivity in Oscillation Based Testing (OBT) of OTAs" [Paper presentation]. Argentine Conference on Electronics, CAE, Mar del Plata, Argentina.
  • De Lima, J., & Dualibe, F. (2019). "A 13-nW Voltage Reference with Orthogonal Trimming of Absolute Value and Temperature Coefficient" [Paper presentation]. IEEE LASCAS Latin American Symposium on Circuits and Systems, Armenia, Colombia.
  • Gillis, N. (2019). Separable Simplex-Structured Matrix Factorization: Robustness of Combinatorial Approaches. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings".
    10 Separable Simplex-Structured Matrix Factorization Robustness of Combinatorial Approaches - ICASSP 19.pdf
  • Leplat, V., Ang, M. S., & Gillis, N. (2019). Minimum-Volume Rank-Deficient Nonnegative Matrix Factorizations. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings".
    11 Minimum-Volume Rank-Deficient Nonnegative Matrix Factorizations - ICASSP 2019.pdf
  • Cohen, J. E., & Gillis, N. (2019). Nonnegative Low-Rank Sparse Component Analysis. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings".
    12 Nonnegative Low-Rank Sparse Component Analysis - ICASSP 2019.pdf
  • Lancioni, W., Petrashin, P., Toledo, L., Castagnola, J., & Dualibe, F. (2019). "OBT applied to a 2nd order continuous time feedforward sigma delta modulator" [Paper presentation]. IEEE Latin american Test Symposium, LATS, Santiago, Chile.

Scientific congresses and symposiums/Poster

  • Belabed, T., & Valderrama, C. (02 December 2019). "Autoencoder hardware topologies for Edge Computing" [Poster presentation]. MUSICS-FNRS doctoral school 6th Reconfigurable Market Workshop, Mons, Belgium.
  • Ramos Gomes Da Silva, V., & Valderrama, C. (02 December 2019). "Energy aware models for HPC systems" [Poster presentation]. MUSICS-FNRS doctoral school 6th Reconfigurable Market Workshop, Mons, Belgium.
  • Mahmoudi, S. (28 August 2019). "IA and Deep Learning for computer vision and multimedia retrieval". Poster session presented at Deep Learning Academy, Université de Louvain La Neuve, Belgium.
  • Nolack Fote, F., Roukh, A., Mahmoudi, S., & Mahmoudi, S. (20 May 2019). "IoT Data Analysis for Smart Farming : The Wallesmart Project". Poster session presented at Infortech Day, Mons, Belgium.
    Infortech.pdf
  • Nedjar, I., Mahmoudi, S., & Chikh, M. A. (15 March 2019). "A comparative study of different deep learning architectures for breast cancer histology images classification" [Poster presentation]. Mardi des Chercheurs, Mons, Belgium.
    Nedjar-imane-mardi-final.pdf

Dissertations and theses/Master’s dissertation

  • Ranieri, M. (2019). "Encadrement du TFE de Ludovic Masullo". Unpublished master thesis, Université de Mons. Jury: .

Dissertations and theses/Doctoral thesis

  • Florentin, J. (2019). "Automated Recognition of Natural Sounds - Application to Woodpeckers (Aves)". Unpublished doctoral thesis, Université de Mons. Jury: .
    these_20190528a_jf.pdf

Learning materials/Course notes

  • Ranieri, M. (2019). "Intervention dans le cadre de la journée d'étude liée au cours 'Internet et sciences humaines: théories, usages, créations' à l'ULiège".

E-prints, Working papers and Research blog/Eprint already available on another site

  • Delbrouck, J.-B., & Dupont, S. (2019). "Adversarial reconstruction for Multi-modal Machine Translation". ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/42275.
    1910.02766.pdf

Diverse speeches and writings/Article for a general audience

Diverse speeches and writings/Other

  • Ranieri, M. (2019). "Introduction à la journée d'étude ' Art et commissariat participatif au musée: une autoritée partagée'".
  • Ranieri, M. (2019). "Organisation de la journée d'étude ' Art et commissariat participatif au musée: une autoritée partagée' du groupe de contacts FNRS ' Musées et art contemporain'".

2018

Scientific journals/Book review

  • Delbrouck, J.-B., & Dupont, S. (2018). Bringing back simplicity and lightliness into neural image captioning. "ArXiv e-prints".
    1810.06245.pdf
  • LIMA, A. D. L., Barros, C., De Souza, S. X., SILVEIRA, L. F. Q., & Valderrama, C. (2018). Erratum: Parallel Cyclostationarity-Exploiting Algorithm for Energy-Efficient Spectrum Sensing. "IEICE Transactions on Communications". doi:10.1587/transcom.2018EBe0001

Parts of books/Contribution to collective works

  • Aileni, R. M., Suciu, G., Balaceanu, C., & Valderrama, C. (2018). Body Area Network (BAN) for Healthcare by Wireless Mesh Network (WMN). In "Body Area Network Challenges and Solutions - EAISICC EAI/Springer Innovations in Communication and Computing book series" (pp. 1-17). Springer. doi:10.1007/978-3-030-00865-9
  • Brahimi, M., Arsenovic, M., Laraba, S., Sladojevic, S., Boukhalfa, K., & Moussaoui, A. (2018). Deep Learning for Plant Diseases: Detection and Saliency Map Visualisation. In "Human and Machine Learning. Human-Computer Interaction Series" (pp. 93-117). Springer International Publishing.
    Brahimi2018_Chapter_DeepLearningForPlantDiseasesDe.pdf
  • Mahmoudi, S., & Belarbi, M. A. (2018). Towards a Smart Selection of Cloud Resources for Multimedia Big Data Computing. In "3rd NESUS Winter School and PhD Symposium on Data Science and Heterogeneous Computing". COST IC 1305.
    Abstract Sidi Ahmed Mahmoudi NESUS PHD Sympsium 2018.pdf
  • Belarbi, M. A., Mahmoudi, S., Mahmoudi, S., & Belalem, G. (2018). CBIR in cloud with large scale images. In "3rd NESUS Winter School and PhD Symposium on Data Science and Heterogeneous Computing". COST IC 1305.
    Mohammed Amin BELARBI Nesus Winter School Phd Symposium.pdf
  • Ammar, M., Mahmoudi, S., & Drisis, S. (2018). A Set of Texture-Based Methods for Breast Cancer Response Prediction in Neoadjuvant Chemotherapy Treatment. In "Soft Computing Based Medical Image Analysis". 𝗘𝗹𝘀𝗲𝘃𝗶𝗲𝗿 𝗦&𝗧 𝗕𝗼𝗼𝗸𝘀.

Scientific journals/Article

  • El Haddad, K., Rizk, Y., Heron, L., Hajj, N., Zhao, Y., Kim, J., Ngo Trong, T., Lee, M., Doumit, M., Lin, P., Kim, Y., & Cakmak, H. (2018). End-to-End Listening Agent for Audiovisual Emotional and Naturalistic Interactions. "Journal of Science and Technology of the Arts".
    424-1624-1-PB.pdf
  • Debauche, O., Mahmoudi, S., Mahmoudi, S., & Manneback, P. (05 November 2018). Cloud Platform using Big Data and HPC Technologies for Distributed and Parallels Treatments. "Procedia Computer Science, 141", 112-118. doi:10.1016/j.procs.2018.10.156
    1-s2.0-S1877050918318064-main.pdf
  • El Moulat, M., Debauche, O., & Ait Brahim, L. (30 August 2018). Monitoring System Using Internet Of Things For Potential Landslides. "Procedia Computer Science, 132", 26-34. doi:10.1016/j.procs.2018.07.140
    1-s2.0-S1877050918311037-main.pdf
  • Grammatikopoulou, A., Laraba, S., Sahbenderoglu, O., Dimitropoulos, K., & Grammalidis, N. (29 August 2018). An adaptive framework for the creation of exergames for intangible cultural heritage (ICH) education. "Journal of Computers in Education, 5", 1-34.
    Grammatikopoulou2018_Article_AnAdaptiveFrameworkForTheCreat.pdf
  • Benmouna, Y., Benazzouz, M., Chikh, M. A., & Mahmoudi, S. (2018). New Method for Bayesian Network Learning. "International Journal of Pattern Recognition and Artificial Intelligence".
    benmouna2018.pdf
  • Tits, M., Laraba, S., Caulier, E., Tilmanne, J., & Dutoit, T. (01 August 2018). UMONS-TAICHI: A multimodal motion capture dataset of expertise in Taijiquan gestures. "Data in Brief, 19", 1214-1221.
    1-s2.0-S2352340918305948-main.pdf
  • Lima, Z., Garcia Vazquez, H., Rodriguez, R., Khemchandani, S. L., Dualibe, F., & del Pino, J. (2018). System for Controlling and Monitoring IoT Applications. "Applied System Innovation".
    download_ASI_IOT.pdf
  • Boulanger, N., Deffayet, C., Garcia-Saenz, S., & Traina, L. (2018). Consistent deformations of free massive field theories in the Stueckelberg formulation. "Journal of High Energy Physics".
    Boulanger2018_Article_ConsistentDeformationsOfFreeMa.pdf
  • Mahmoudi, S., Belarbi, M. A., El Adoui, M., Larhmam, M., & Lecron, F. (2018). Real Time Web-based Toolbox for Computer Vision. "Journal of Science and Technology of the Arts".
    494-1527-1-PB.pdf
  • Lessage, X., Larhmam, M., Mahmoudi, S., & Nedjar, I. (2018). Assessing Breast Cancer Screening using recent Deep Convolutional Neural Networks. "International Journal of Computer Assisted Radiology and Surgery".
  • Gillis, N., & Vavasis, S. (13 June 2018). On the Complexity of Robust PCA and ℓ1-Norm Low-Rank Matrix Approximation. "Mathematics of Operations Research, 43" (4), 1072-1084.
    27 On the Complexity of Robust PCA and l1-norm low-rank matrix approximation.pdf
  • Debauche, O., El Moulat, M., Mahmoudi, S., Boukraa, S., Manneback, P., & Lebeau, F. (24 April 2018). Web Monitoring of Bee Health for Researchers and Beekeepers Based on the Internet of Things. "Procedia Computer Science, 130", 991-998. doi:10.1016/j.procs.2018.04.103
    1-s2.0-S1877050918304654-main.pdf
  • Gillis, N., & Sharma, P. (17 April 2018). Finding the nearest positive-real system. "SIAM Journal on Numerical Analysis, 56" (2), 1022-1047.
    34 Finding the nearest positive-real system.pdf
  • Gillis, N. (01 April 2018). Multiplicative Updates for Polynomial Root Finding. "Information Processing Letters, 132", 14-18.
    30 Multiplicative Updates for Polynomial Root Finding.pdf
  • Cohen, J., & Gillis, N. (01 April 2018). Dictionary-based Tensor Canonical Polyadic Decomposition. "IEEE Transactions on Signal Processing, 66" (7), 1876-1889.
    29 Dictionary-based Tensor Canonical Polyadic Decomposition.pdf
  • CAKMAK, H., & Dutoit, T. (01 April 2018). HMM-based generation of laughter facial expression. "Speech Communication, 98" (April 2018), 28-41. doi:10.1016/j.specom.2017.12.006
    1-s2.0-S0167639317300110-main.pdf
  • Vandaele, A., Glineur, F., & Gillis, N. (21 March 2018). Algorithms for positive semidefinite factorization. "Computational Optimization and Applications, 71" (1), 193-219.
    35 Algorithms for positive semidefinite factorization.pdf
  • Gillis, N., & Sharma, P. (01 March 2018). A semi-analytical approach for the positive semidefinite Procrustes problem. "Linear Algebra and its Applications, 540", 112-137.
    31 A semi-analytical approach for the positive semidefinite Procrustes problem.pdf
  • Benjelloun, M., Dadi, E. W., & Daoudi, E. M. (16 February 2018). GPU-based Acceleration of Methods based on Clock Matching Metric for Large Scale 3D Shape Retrieval. "Scalable Computing: Practice and Experience, 19" (1), 31-38. doi:10.12694/scpe.v19i1.1391
  • Cohen, J., & Gillis, N. (01 February 2018). Spectral Unmixing with Multiple Dictionaries. "IEEE Geoscience and Remote Sensing Letters, 15" (2), 187-191.
    32 Spectral Unmixing with Multiple Dictionaries.pdf
  • Debailleux, L., & Duroisin, N. (2018). Exploring Cultural Heritage Using Virtual Reality. "Lecture Notes in Computer Science".
    Versiontermine.pdf
  • Gillis, N., Mehrmann, V., & Sharma, P. (18 January 2018). Computing nearest stable matrix pairs. "Numerical Linear Algebra with Applications, 25" (5).
    33 Computing nearest stable matrix pairs.pdf
  • Dimitropoulos, K., Manitsaris, S., Tsalakanidou, F., Denby, B., Buchman, L., Dupont, S., Nikolopoulos, S., Kompatsiaris, I., Charisis, V., Hadjileontiadis, L., Pozzi, F., Cotescu, M., Ciftci, S., Katos, A., Manitsaris, A., & Grammalidis, N. (2018). A Multimodal Approach for the Safeguarding and Transmission of Intangible Cultural Heritage: The Case of i-Treasures. "IEEE Intelligent Systems".
    AS5866544064143361516880718258_content_1.pdf
  • Gillis, N., & Luce, R. (01 January 2018). A Fast Gradient Method for Nonnegative Sparse Regression with Self Dictionary. "IEEE Transactions on Image Processing, 27" (1), 24-37.
    28 A Fast Gradient Method for Nonnegative Sparse Regression with Self Dictionary.pdf

Scientific congresses and symposiums/Unpublished conference/Abstract

  • Vankerkem, M. (13 December 2018). "A la recherche de mon opposé". Paper presented at APM ROUEN IMPRESSIONNISTES, Rouen, France.
  • Simoens, P. (28 November 2018). "Sciences café : les Smartcities". Paper presented at smartcities bootcamp, Mons, Belgium.
  • Vankerkem, M. (15 November 2018). "A la recherche de mon opposé". Paper presented at APM CAEN, Ouistreham, France.
  • Simoens, P. (09 November 2018). "Le numérique à l'épreuve de l'apprentissage". Paper presented at ARIB : festival de la vidéo d'architecture, Bruxelles, Unknown/unspecified.
  • Gallas, M.-A., & Simoens, P. (06 November 2018). "Le numérique à l'épreuve de l'apprentissage". Paper presented at ARIB : festival de la vidéo d'architecture, Bruxelles, Unknown/unspecified.
  • Adaeze, A., Tits, N., El Haddad, K., Sarah, O., & Dutoit, T. (15 October 2018). "The Emotional Voices Database: Towards Controlling the Emotion Dimension in Voice Generation Systems" [Paper presentation]. International Conference on Statistical Language and Speech Processing, Mons, Belgium.
    SLSP_2018_paper_53.pdfEmoV_DB_poster.pdf
  • Valderrama, C. (02 October 2018). "5th Reconfigurable Market Seminar" [Paper presentation]. MUSICS-FNRS Reconfigurable Market Seminar, Mons, Belgium.
  • Vankerkem, M. (18 September 2018). "A la recherche de mon opposé". Paper presented at APM BRUXELLES OXYGENE, Wavre, Belgium.
  • Vankerkem, M. (14 September 2018). "A la recherche de mon opposé". Paper presented at APM LOIRE OCEAN, La Plaine-sur-Mer, France.
  • Ranieri, M. (22 August 2018). "JR au Louvre. Effacer la pyramide pour une (dé)historicisation de l'architecture". Paper presented at S'approprier le Louvre, Ecole du Louvre à Paris, France.
  • Florentin, J., & Verlinden, O. (26 June 2018). "Recognition of woodpecker calls using a convolutional deep neural network". Paper presented at Ecoacoustics Congress 2018, Brisbane, Australia.
    FLORENTIN_EcoAcs2018_abstract.pdf
  • Luong, P., Christoffersen, C., Rossi, C., & Dualibe, F. (27 May 2018). "Nanopower,Sub-1V,CMOS Voltage References With Digitally-TrimmableTemperature Coefficients" [Paper presentation]. 2018 IEEE International Symposium on Circuits and Systems (ISCAS), Florence, Italy.
    iscas2018.pdf
  • Vankerkem, M. (17 May 2018). "A la recherche de mon opposé". Paper presented at APM LILLE REBELLES, Lille, France.
  • Vankerkem, M. (14 May 2018). "A la recherche de mon opposé". Paper presented at APM PARIS GRANDE ARCHE, Paris, France.
  • Ranieri, M. (27 April 2018). "Au -delà de la réappropriation forcée. Le cas Inside Out Project de JR". Paper presented at Quand l'oeuvre d'art public se transforme. Restauration- Réactivation- (Ré)appropriation, ULiège , Unknown/unspecified.
  • Dualibe, F. (13 April 2018). "Sizing CMOS Amplifiers by means of the gm/Id Methodology" [Paper presentation]. 2018 Microelectronics Workshop of the Carl and Emily Fuchs Instittute of Microelectronics, Univesity of Pretoria, Pretoria, South Africa.
    GM_ID_course_pretoria.pdf
  • Florentin, J., & Verlinden, O. (21 March 2018). "Recognition of woodpecker calls using a convolutional deep neural network". Paper presented at 4th ABAV Acoustics Research Day, Bruxelles, Belgium.
    FLORENTIN_4th_ABAV_Research_Day_abstract.pdf
  • Vankerkem, M. (15 March 2018). "Equipe innovante". Paper presented at CENTRE DES JEUNES DIRIGEANTS, Royan, France.
  • Vankerkem, M. (13 March 2018). "A la recherche de mon opposé". Paper presented at LES CERCLES DE PROGRES, Toulouse, France.
  • Simoens, P. (06 March 2018). "Is Google God?" Paper presented at KICKS Festival, Charleroi, Belgium.
    180306_conf_ancre_is-google_god.pdf
  • Mahmoudi, S., & Belarbi, M. A. (01 March 2018). "Multimedia Indexation using Deep Learning in Big Data (MIDL)". Paper presented at eNTERFACE'18: eNTERFACE Summer Workshops, Louvain-la-Neuve, Belgium.
    Multimedia Indexation using Deep Learning in Big Data.pdf
  • Simoens, P. (17 February 2018). "Is Google God?" Paper presented at World interfaith Hamony Week, Bruxelles, Belgium.
    180217_CONF_IS_GOOGLE_GOD_laicite_XL.pdf
  • Bellahdid, N., Siebert, X., & Abbas, M. (01 February 2018). "Comparison of active learning classification strategies". Paper presented at 32nd Annual Conference of the Belgian Operational Research Society (ORBEL 32), Liège, Belgium.
  • Vankerkem, M. (19 January 2018). "A la recherche de mon opposé". Paper presented at APM ANGERS RALLIEMENT, Angers, France.

Scientific congresses and symposiums/Paper published in a book

  • Delbrouck, J.-B., & Dupont, S. (2018). Object-oriented Targets for Visual Navigation using Rich Semantic Representations. In "NIPS 2018 Workshop on Visually-Grounded Interaction and Language (ViGIL)". -.
    nips2018.pdf
  • Dutoit, T., VIDE, C.-M., & Pironkov, G. (2018). "Statistical Language and Speech Processing: 6th inernational conference SLSP2018, Mons, Oct 15-16, 2018 - Proceedings". Paper presented at International Conference on Statistical Language and Speech Processing, Mons, Belgium.
  • Mancas, M., & Frisson, C. (2018). "Proceedings of eNTERFACE 2015 Workshop on Intelligent Interfaces" [Paper presentation]. Proceedings of the 10th International Summer Workshop on Multimodal Interfaces - eNTERFACE'15, Mons, Belgium.
    e2015.pdf

Scientific congresses and symposiums/Paper published in a journal

  • Jerraya, A. A., Romdhani, M., Le Marrec, P., Hessel, F., Coste, P., Valderrama, C., Daveau, M., & Zergainoh, N.-E. (2018). "Built-In Oscillation-Based Self-Testing of a 2.4 GHz LNA in 0.35μm CMOS". Paper presented at IEEE International Conference on Electronics Circuits and Systmems, Bordeaux, France.
    paper_neil_stander_dualibe.pdf
  • Kong, P., Mancas, M., Nimol, T., Gosselin, B., & seng, K. (2018). "DO DEEP-LEARNING SALIENCY MODELS REALLY MODEL SALIENCY?" [Paper presentation]. IEEE International Conference on Image Processing, Athens, Greece.
    ICIP2018_rewievs.pdf
  • Mancas, M., Laraba, S., Bandrabur, A., De Deken, P.-H., Hagihara, K., Leblanc, N., Yengec Tasdemir, S. B., Macq, B., & Dutoit, T. (2018). "PEOPLE GROUPS ANALYSIS FOR AR APPLICATIONS" [Paper presentation]. International Conference on 3D Imaging, Bruxelles, Belgium.
    People Groups Analysis for AR Applications IC3D.pdf
  • Coppens, A., & Mens, T. (2018). "Towards Collaborative Immersive Environments for Parametric Modelling" [Paper presentation]. Cooperative Design, Visualization, and Engineering, Hangzhou, China. doi:10.1007/978-3-030-00560-3_44
    cdve-paper3.pdf
  • Pironkov, G., Wood, S. U. N., Dupont, S., & Dutoit, T. (2018). "Investigating a Hybrid Learning Approach for Robust Automatic Speech Recognition" [Paper presentation]. International Conference on Statistical Language and Speech Processing, Mons, Belgium.
  • El Haddad, K., Tits, N., & Dutoit, T. (2018). "Annotating Nonverbal Conversation Expressions in Interaction Datasets" [Paper presentation]. Interdisciplinary Workshop on laughter and other non-verbal vocalisations in speech, Paris, France.
    kelhad18NCEannotation.pdf
  • El Haddad, K., Cakmak, H., & Dutoit, T. (2018). "On Laughter Intensity Level: Analysis and Estimation" [Paper presentation]. Interdisciplinary Workshop on laughter and other non-verbal vocalisations in speech, Paris, France.
    kehad18laughterintensity.pdf
  • Coppens, A., Mens, T., & Gallas, M.-A. (2018). "Parametric Modelling Within Immersive Environments: Building a Bridge Between Existing Tools and Virtual Reality Headsets" [Paper presentation]. 36th eCAADe (Education and research in Computer Aided Architectural Design in Europe), Lodz, Poland.
    ecaade2018_188.pdf
  • Dutoit, T. (2018). "Inverstigating a hybrid learning approach for robust automatic speech recognition". Paper presented at International Conference on Statistical Language and Speech Processing, Mons, Belgium.
  • Tits, N., El Haddad, K., & Dutoit, T. (2018). "ASR-based Features for Emotion Recognition: A Transfer Learning Approach" [Paper presentation]. Grand Challenge and Workshop on Human Multimodal Language, Melbourne, Australia.
    W18-3307.pdf
  • Simoens, P. (2018). "Décodage au travers de la littérature des auteurs Bachelard, Calvino et Perec, des images rêvées d'un subconscient fabriqué par les habitants et topo analyse de la ville de La Louvière à travers le temps du projet. : l'histoire imaginée d'une ville : La Louvière". Paper presented at saisir le rapport affectif aux lieux, Cérisy, France.
    180514_CERISY_saisir_le_rapport_affectif_Pascal-simoens_UMONS.pdf
  • Aileni, R. M., Pasca, S., Strungaru, R., & Valderrama, C. (2018). "Biomedical Signal Acquisition for Respiration Monitoring by Flexible Analog Wearable Sensors" [Paper presentation]. IEEE EHB E-Health and Bioengineering, Sinaia, Romania.
  • Debauche, O., Mahmoudi, S., Belarbi, M. A., El Adoui, M., & Mahmoudi, S. (2018). "Internet of Things: learning and practices: Application to Smart Home". Paper presented at International Conference on Advanced Communication Technologies and Networking (CommNet'18), Marrakech, Morocco. doi:10.1109/COMMNET.2018.8360247
    1570414767.pdf
  • Devillers, L., Rosset, S., Dubuisson Duplessis, G., Bechade, L., Yemez, Y., Turker, B. B., Sezgin, M., El Haddad, K., Dupont, S., Deléglise, P., Estève, Y., Lailler, C., Gilmartin, E., & Campbell, N. (2018). "Multifaceted Engagement in Social Interaction with a Machine: the JOKER Project" [Paper presentation]. Workshop on Large-scale Emotion Recognition and Analysis, Xi'an, China.
    Joker_LERA2018.pdf
  • El Haddad, K., Heron, L., Kim, J., Lee, M., Dupont, S., Dutoit, T., & Truong, K. (2018). "A Dyadic Conversation Dataset On Moral Emotions" [Paper presentation]. Workshop on Large-scale Emotion Recognition and Analysis, Xi'an, China.
  • Debauche, O., El Moulat, M., Mahmoudi, S., Manneback, P., & Lebeau, F. (2018). "Irrigation pivot-center connected at low cost for the reduction of crop water requirements". Paper presented at International Conference on Advanced Communication Technologies and Networking (CommNet'18), Marrakech, Morocco. doi:10.1109/COMMNET.2018.8360259
    1570420952(1).pdf
  • Petrashin, P., Toledo, L., Vázquez, C., Stander, T., & Dualibe, F. (2018). "Influence of Passive Oscillator Component Variation on OBT Sensitivity in OTAs" [Paper presentation]. 19th IEEE Latin American Test Symposium 2018, Sao Paulo, Brazil.
    lats_2018.pdf
  • Lancioni, W., Dualibe, F., Petrashin, P., Toledo, L., & Vazquez, C. (2018). "Continuous Time Full-Feedforward MASH 2-2 Architecture for Sigma-Delta Modulators" [Paper presentation]. IEEE Latin Americn Syposium on Circuits and Systems, Puerto Vallarta, Mexico.
    LAscas_walter.pdf
  • Castagnola, J. L., Garcia Vazquez, H., & Dualibe, F. (2018). "Design and optimisation of a cascode low noise amplifier (LNA) using MOST scattering parameters and gm/ID ratio" [Paper presentation]. IEEE Latin American Symposium on Circuits and Systems, Puerto Vallarta, Mexico.
    95[1].pdf
  • Milisavljevic, A., Hammard, A., Petermann, C., Gosselin, B., Doré-Mazars, K., & Mancas, M. (2018). "Eye and Mouse coordination during task: from behaviour to prediction" [Paper presentation]. Conference on Human Computer Interaction Theory and Application, Madeira, Portugal.
    hucapp2018-eye-mouse.pdf
  • Kong, P., Mancas, M., Gosselin, B., & seng, K. (2018). "Generic and Effective Visual Attention" [Paper presentation]. International Conference on Pattern Recognition and Artificial Intelligence, Montreal, Canada.
    saliency_detection.pdf
  • Cakmak, H., El Haddad, K., Riche, N., Leroy, J., Marighetto, P., Turker, B. B., Khaki, H., Pulisci, R., Gilmartin, E., Haider, F., Cengiz, K., Sulir, M., Torre, I., Marzban, S., Yazici, R., Bagci, F. B., Gazi Kili, V., Sezer, H., & Yenge, S. B. (2018). "EASA : Environment Aware Social Agent" [Paper presentation]. Proceedings of the 10th International Summer Workshop on Multimodal Interfaces - eNTERFACE'15, Mons, Belgium.
    ent15_proceedings.pdf
  • Rocca, F., De Deken, P.-H., Bandrabur, A., & Mancas, M. (2018). "Enter the ROBiGAME: Serious game for stroke patients with upper limbs rehabilitation" [Paper presentation]. Proceedings of the 10th International Summer Workshop on Multimodal Interfaces - eNTERFACE'15, Mons, Belgium.
    6_ROBiGAME.pdf

Scientific congresses and symposiums/Poster

  • Nedjar, I., Mahmoudi, S., & Chikh, M. A. (08 December 2018). "Topological methods for mammographic images classification: The Digital Mammography DREAM Challenge 2017" [Poster presentation]. RSGDREAM 2018 conference, NYU Langone Health, in New York City, New York, United States - New York.
    Nedjar-imane-Dream-Poster.pdf
  • Bellahdid, N., Siebert, X., & Abbas, M. (21 May 2018). "Active learning classification strategies". Poster session presented at 4th Algerian Congress of Mathematicians, Bourmedes, Algeria.

Scientific congresses and symposiums/Paper published on a website

  • Delbrouck, J.-B., & Dupont, S. (30 October 2018). "UMONS Submission for WMT18 Multimodal Translation Task" [Paper presentation]. Third Conference on Machine Translation, Brussels, Belgium.
    WMT071.pdf

Dissertations and theses/Doctoral thesis

  • Seddati, O. (2018). "Reconnaissance et Recherche de Données Multimédia par les Réseaux de Neurones Profonds" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/42315
    Thèse_OS.pdf

Learning materials/Course notes

  • Ranieri, M. (2018). "Intervention ' La participation selon JR: approche critique du dispositif ' Inside Out' ' dans le cadre cours 'Internet et sciences humaines: théories, usages, créations' à l'ULiège".

Diverse speeches and writings/Article for a general audience

  • Dupont, S., Dutoit, T., & Curcio, G. (2018). Intelligence Artificielle (IA) et Apprentissage Profond (Deep Learning). "LUMONS élément - Magazine de l'Université de Mons".

Diverse speeches and writings/Other

  • Ranieri, M. (2018). "Participation à l'Ecole d'été ' Politiques des ambiances urbaines ' du 3 au 7 septembre 2018 à Lyon".
  • Ranieri, M. (2018). "Organisation de la journée d'étude ' Quand l'oeuvre d'art public se transforme. Restauration - Réactivation - (Ré)Appropriation' : Groupe FNRS ' Musées et art contemporain'".

2017

Scientific journals/Book review

  • Aileni, R. M., Pasca, S., Strungaru, R., & Valderrama, C. (2017). Biomedical signal acquisition for respiration monitoring by flexible analog wearable sensors. "E-Health and Bioengineering". doi:10.1109/EHB.2017.7995366
  • Delbrouck, J.-B., & Dupont, S. (2017). Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation. "ArXiv e-prints".
    1703.08084.pdf
  • Gillis, N. (01 March 2017). Introduction to Nonnegative Matrix Factorization. "SIAG/OPT Views and News, 25" (1), 7-16.
    SIAG-OPT - Introduction to NMF.7-16.pdf

Parts of books/Contribution to collective works

  • Aileni, R. M., Suciu, G., Valderrama, C., Pasca, S., Strungaru, R., & Martian, A. (2017). IoT Perspective by Data Anonymization for Wearable Medical Devices. In O. Fratu, N. Militaru, ... S. Halunga (Eds.), "Future Access Enablers for Ubiquitous and Intelligent Infrastructures" (pp. 5). Springer LNICST.
  • Geurts, H., Haelewyck, M.-C., & Valderrama, C. (2017). Chapter 4: Ethics in information and communication technologies: training the elderly in making gerontechnology accessible. In "IET HEALTHCARE TECHNOLOGIES SERIES 10" (pp. 81-99). IET The Institution of Engineering and Technology.
  • Aileni, R. M., Pasca, S., Valderrama, C., & Strungaru, R. (2017). Chapter 13 Wearable health care: technology evolution, algorithms and needs. In "IET HEALTHCARE TECHNOLOGIES SERIES 10" (pp. 315-342). IET The Institution of Engineering and Technology.
  • Alivizatou, M., Kitsikidis, A., Tsalakanidou, F., Dimitropoulos, K., Chantas, G., Nikolopoulos, S., Al Kork, S., Denby, B., Buchman, L., Adda-Decker, M., Pillot-Loiseau, C., Tilmanne, J., Dupont, S., Picart, B., Pozzi, F., Ott, M., Yilmaz, E., Charisis, V., Hadjidimitriou, S., ... Grammalidis, N. (2017). Intangible Cultural Heritage and New Technologies: Challenges and Opportunities for Cultural Preservation and Development. In "Mixed Reality and Gamification for Cultural Heritage". Springer International Publishing.
    10.1007-978-3-319-49607-8-itreasures.pdf

Scientific journals/Article

  • Ranieri, M. (29 December 2017). Inside Out Project. Une arme numérique citoyenne ? "Art&Fact, 36".
    RANIERI PDF .pdf
  • Deruette, S. (16 December 2017). Dom Deschamps : un athéisme évanescent au siècle des Lumières. "Athée (L') : Revue de l'Association Belge des Athées, 2017" (4), 85-94.
  • Gillis, N., & Sharma, P. (01 November 2017). On computing the distance to stability for matrices using linear dissipative Hamiltonian systems. "Automatica, 85", 113-121.
    26 On computing the distance to stability for matrices using linear dissipative Hamiltonian systems.pdf
  • Mahmoudi, S., Meziane, A., & Chikh, M. A. (2017). Brain Structures Segmentation by using Statistical Models. "Medical Technologies Journal".
  • Garcia Vazquez, H., Dualibe, F., & Popov, G. (2017). A 0.5V Fully Differential Transimpedance Amplifier in 65-nm CMOS Technology. "IEEE International Midwest Symposium on Circuits and Systems".
    191_1199.pdf
  • El Haddad, K., Cakmak, H., Dupont, S., & Dutoit, T. (2017). Amused speech components analysis and classification: Towards an amusement arousal level assessment system. "Computers and Electrical Engineering".
    ASC_elsevier17.pdf
  • Bandrabur, A., Florea, L., Florea, C., & Mancas, M. (30 July 2017). Late fusion of facial dynamics for automatic expression recognition. "Turkish Journal of Electrical Engineering and Computer Sciences, 25" (4), 2696-2707.
    facial_dynamics.pdf
  • Seddati, O., Dupont, S., & Mahmoudi, S. (2017). Triplet Networks Feature Masking for Sketch-Based Image Retrieval. "Lecture Notes in Computer Science".
    paper310.pdf
  • Debauche, O., Mahmoudi, S., Andriamandroso, A. L. H., Manneback, P., Bindelle, J., & Lebeau, F. (27 June 2017). Web-based cattle behavior service for researchers based on the smartphone inertial central. "Procedia Computer Science, 110", 110-116. doi:10.1016/j.procs.2017.06.127
    1-s2.0-S1877050917313066-main.pdf
  • Mahmoudi, S., Lecron, F., Wilmet, V., & Mahmoudi, S. (2017). Fusion based computer-aided biopsy for early diagnosis of liver cancer. "International Journal of Computer Assisted Radiology and Surgery".
  • Seddati, O., Dupont, S., & Mahmoudi, S. (2017). Quadruplet Networks for Sketch-Based Image Retrieval. "ACM on International Conference on Multimedia Retrieval".
    quadruplet-networks-sketch %281%29 (1).pdf
  • Seddati, O., Dupont, S., & Mahmoudi, S. (2017). DeepSketch 3: Analyzing deep neural networks features for better sketch recognition and sketch-based image retrieval. "Multimedia Tools and Applications", 1-27. doi:10.1007/s11042-017-4799-2, 2017
    deepsketch-3-grants.pdf
  • Laraba, S., Tilmanne, J., Brahimi, M., & Dutoit, T. (21 May 2017). 3D Skeleton-Based Action Recognition by Representing Motion Capture Sequences as 2D-RGB. "Computer Animation and Virtual Worlds, 28" (3-4). doi:10.1002/cav.1782
    Laraba_et_al-2017-Computer_Animation_and_Virtual_Worlds.pdf
  • Vandaele, A., Gillis, N., & Glineur, F. (15 May 2017). On the Linear Extension Complexity of Regular n-gons. "Linear Algebra and its Applications, 521", 217-239.
    24 On the Linear Extension Complexity of Regular n-gons.pdf
  • Carvalho, N. B., Georgiadis, A., Costanzo, A., Stevens, N., Kracek, J., Pessoa, L., Roselli, L., Dualibe, F., Schreurs, D., Mutlu, S., Rogier, H., Visser, H., Takacs, A., Rocca, P., Dimitriou, A., Michalski, J., Raida, Z., Tedjini, S., Joseph, W., ... Russer, J. (05 May 2017). Europe and the Future for WPT: European Contributions to Wireless Power Transfer Technology. "IEEE Microwave Magazine, 18" (4), 56-87. doi:10.1109/MMM.2017.2680078
    07920430.pdf
  • Escobar, F. A., Kolar, A., Harb, N., Vinci dos Santos, F., & Valderrama, C. (14 April 2017). Scalable shared-memory architecture to solve the Knapsack 0/1 problem. "Microprocessors and Microsystems, 50" (2017), 189-201. doi:10.1016/j.micpro.2017.04.001
    2017-MICPRO-Elsevier-Escobar-SEMI.pdf
  • Belachew, M. T., & Gillis, N. (01 April 2017). Solving the Maximum Clique Problem with Symmetric Rank-One Non-negative Matrix Approximation. "Journal of Optimization Theory and Applications, 173" (1), 279-296.
    23 Solving the Maximum Clique Problem with Symmetric Rank-One Non-negative Matrix Approximation.pdf
  • Luong, P., Christoffersen, C., Rossi, C., & Dualibe, F. (01 April 2017). Nanopower, Sub-1 V, CMOS Voltage References With Digitally-Trimmable Temperature Coefficients. "IEEE Transactions on Circuits and Systems I: Regular Papers, Volume: 64" (Issue: 4 (April)), 787 - 798. doi:10.1109/TCSI.2016.2632072
  • Wood, S. U. N., Rouat, J., Dupont, S., & Pironkov, G. (2017). Blind Speech Separation and Enhancement With GCC-NMF. "IEEE/ACM Transactions on Audio, Speech and Language Processing".
    wood2017.pdf
  • Casalino, G., & Gillis, N. (04 March 2017). Sequential Dimensionality Reduction for Extracting Localized Features. "Pattern Recognition, 63", 15-29.
    22 Sequential Dimensionality Reduction for Extracting Localized Features.pdf
  • M. Avelino, Á., O. Roda, V., Valderrama, C., Alves De Albuquerque, G. L., & DA CUNHA POSSA, P. (02 January 2017). Partial Reconfiguration Exploration Over P2IP Architecture. "Przeglad Elektrotechniczny, 2017" (1), 258-262. doi:10.15199/48.2017.01.63

Books/Book published as author, translator, etc.

  • Goleva, R. I., Ganchev, I., Dobre, C., Garcia, N., & Valderrama, C. (2017). "IET HEALTHCARE TECHNOLOGIES SERIES 10, Enhanced Living Environments: From models to technologies". IET The Institution of Engineering and Technology.

Scientific congresses and symposiums/Unpublished conference/Abstract

  • Ranieri, M. (21 December 2017). "Chroniques de Clichy-Montfermeil. Processus et Processions". Paper presented at Agir dans la ville. Art et politique dans l'espace urbain 3. Du quotidien, Mons, Unknown/unspecified.
  • Darcis, D. (18 December 2017). "La fabrique du quotidien : pouvoir et résistance". Paper presented at Agir dans la ville. Art et politique dans l'espace urbain 3. Du quotidien, Université de Mons , Belgium.
  • Vankerkem, M. (13 December 2017). "A la recherche de mon opposé". Paper presented at APM ANNONAY, Annonay, France.
  • Simoens, P. (17 November 2017). "Comprendre des données numériques et leurs enjeux entre l'espace urbain et l'espace social". Paper presented at semaine belge architecture et urbanisme, casablanca, Morocco.
    171118_CASA_WBI_smartcities.pdf
  • Vankerkem, M. (15 November 2017). "A la recherche de mon opposé". Paper presented at APM ANGERS4, Angers, France.
  • Pirlot, M. (10 November 2017). "The simplest decision model with criteria interactions" [Paper presentation]. Ordered Structures in Games and Decision (OSGAD), Université Paris I, Maison des Science Economiques, France.
  • Dupont, S. (26 October 2017). "L'IA pour le multimedia et au-delà: Recherches de pointe et perspectives de collaborations" [Paper presentation]. Business & Technology Club - IA/IoT - (Infopôle & Cluster TWIST), Mons, Belgium.
    20171026_MIR-DNNKeyPartner1.2.pdf
  • Verspeelt, F., & Petit, P. (20 October 2017). "Regards sur les projets de reconversion de la Tour St-Albert : Présentation des travaux d'étudiants". Paper presented at Tour Saint-Albert : Patrimoine Industriel ?, Bois du Cazier, Charleroi, Belgium.
  • Vankerkem, M. (17 October 2017). "A la recherche de mon opposé". Paper presented at APM REGIO-RHIN, Mulhouse, France.
  • Dualibe, F. (28 July 2017). "Wireless power transmission for sustainable electronics (WIPE): main contributions from the European Coperation in Sciences and Technologies (COST) action IC1301" [Paper presentation]. Escuela Argentina de microelectronica, tecnologia y aplicaciones, EAMTA/CAMTA, Buenos Aires, Argentina.
  • Ranieri, M. (08 June 2017). "Approche critique du dispositif participatif dans l'oeuvre de JR. : Le cas Inside Out Project". Paper presented at Framing Street Art, Nice, France.
  • Valderrama, C. (31 May 2017). "4th Reconfigurable Market Seminar" [Paper presentation]. MUSICS-FNRS Reconfigurable Market Seminar, Mons, Unknown/unspecified.
  • Vankerkem, M. (28 April 2017). "A la recherche de mon opposé". Paper presented at APM MARSEILLE EUROMEDITERRANEE, Marseille, France.
  • Vankerkem, M. (08 March 2017). "A la recherche de mon opposé". Paper presented at APM CHAMPAGNE, Rilly-la-Montagne, France.
  • Vankerkem, M. (01 March 2017). "A la recherche de mon opposé". Paper presented at APM PARIS-HAPPY-M92, Rueil-Malmaison, France.
  • Vankerkem, M. (21 February 2017). "A la recherche de mon opposé". Paper presented at APM PARIS-CHEVREUSE, Janvry, France.
  • Vankerkem, M. (07 February 2017). "A la recherche de mon opposé". Paper presented at APM LILLE EN NORD, Lille, France.
  • Belarbi, M. A., Mahmoudi, S., Mahmoudi, S., & Belalem, G. (01 February 2017). "Dimensionality Reduction in Large Scale Image". Paper presented at Second NESUS Winter School & PhD Symposium 2017, .
  • Bellahdid, N., Siebert, X., & Abbas, M. (21 January 2017). "Active learning classification strategies". Paper presented at Journées Doctorales de Recherche Opérationnelle et Management, USTBH, Algeria.

Scientific congresses and symposiums/Paper published in a book

  • Salvi, G., & Dupont, S. (2017). "Proceedings of the GLU 2017 International Workshop on Grounding Language Understanding" [Paper presentation]. GLU 2017 International Workshop on Grounding Language Understanding, Stockholm, Sweden.

Scientific congresses and symposiums/Paper published in a journal

  • Pironkov, G., Dupont, S., & Dutoit, T. (2017). "Investigating the Impact of the Training Data Volume for Robust Speech Recognition Using Multi-Task Learning" [Paper presentation]. IEEE International Symposium on Signal Processing and Information Technology, Bilbao, Spain.
    pironkov2017dataVolume_final.pdf
  • Aileni, R. M., Suciu, G., Valderrama, C., Pasca, S., Strungaru, R., & Martian, A. (2017). "IoT Perspective by Data Anonymization for Wearable Medical Devices" [Paper presentation]. Future Access Enablers for Ubiquitous and Intelligent Infrastructures, Bucharest, Romania.
  • Delbrouck, J.-B., & Dupont, S. (2017). "Modulating and attending the source image during encoding improves Multimodal Translation" [Paper presentation]. NIPS 2017 Workshop on Visually-Grounded Interaction and Language (ViGIL), Long Beach, United States - California.
    1712.03449.pdf
  • Oertel, C., Jonell, P., El Haddad, K., Szekely, E., & Gustafson, J. (2017). "Using crowd-sourcing for the design of listening agents: challenges and opportunities" [Paper presentation]. 1st ACM SIGCHI International Workshop on Investigating Social Interactions with Artificial Agents, Glasgow, United Kingdom.
  • Bechade, L., El Haddad, K., Bourquin, J., Dupont, S., & Devillers, L. (2017). "A Corpus for Experimental Study of Affect Bursts in Human-robot Interaction" [Paper presentation]. 1st ACM SIGCHI International Workshop on Investigating Social Interactions with Artificial Agents, Glasgow, United Kingdom.
  • Debauche, O., Mahmoudi, S., Manneback, P., Tadrist, N., Bindelle, J., & Lebeau, F. (2017). "Improvement of battery life of iPhones Inertial Measurement Unit by using edge computing: Application to cattle behavior". Paper presented at International Symposium on Computer Sciences and Applications, Errachidia, Morocco.
  • Debauche, O., Mahmoudi, S., Manneback, P., Massinon, M., Tadrist, N., Lebeau, F., & Mahmoudi, S. (2017). "Cloud architecture for digital phenotyping and automation". Paper presented at CloudTech 2017 : The 3rd International Conference on Cloud Computing Technologies and Applications, Rabat, Morocco. doi:10.1109/CloudTech.2017.8284718
    CloudTech17-Paper_34_Camera-02.pdf
  • Belarbi, M. A., Mahmoudi, S., Belalem, G., & Mahmoudi, S. (2017). "Web-based Multimedia Research and Indexation for Big Data Databases". Paper presented at CloudTech 2017 : The 3rd International Conference on Cloud Computing Technologies and Applications, Rabat, Morocco.
  • El Haddad, K. (2017). "Nonverbal conversation expressions processing for human-agent interactions" [Paper presentation]. Affective Computing and Intelligent Interaction, San Antonio, United States - Texas.
  • Pironkov, G., Dupont, S., Wood, S. U. N., & Dutoit, T. (2017). "Noise and Speech Estimation As Auxiliary Tasks for Robust Speech Recognition" [Paper presentation]. International Conference on Statistical Language and Speech Processing, Le Mans, France.
    Pironkov2017noiseEstimation.pdf
  • El Haddad, K., Torre, I., Gilmartin, E., Cakmak, H., Dupont, S., Dutoit, T., & Campbell, N. (2017). "Introducing AmuS: The Amused Speech Database" [Paper presentation]. International Conference on Statistical Language and Speech Processing, Le Mans, France.
  • Seddati, O., Dupont, S., Mahmoudi, S., & Amiri Parian, M. (2017). "Towards Good Practices for Image Retrieval Based on CNN Features" [Paper presentation]. IEEE International Conference on Computer Vision, Venice, Italy.
    Seddati_Towards_Good_Practices_ICCV_2017_paper.pdf
  • Ammar, M., Baiche, K., Mahmoudi, S., & Benazzouz, M. (2017). "Shape irregularity based area measurement: Application on cell nucleus recognition". Paper presented at 5th International Conference on Electrical Engineering - Boumerdes (ICEE-B), Boumerdes, Algeria.
  • Marighetto, P., Coutrot, A., Riche, N., Guyader, N., Mancas, M., Gosselin, B., & Laganière, R. (2017). "Audio-Visual Attention: Eye-Tracking Dataset and Analysis Toolbox" [Paper presentation]. IEEE International Conference on Image Processing, Beijing, China.
    2017-audio-visual-attention.pdf
  • Seddati, O., Ben-Lhachemi, N., Dupont, S., & Mahmoudi, S. (2017). "UMONS @ MediaEval 2017: Diverse Social Images Retrieval" [Paper presentation]. MediaEval Benchmarking Initiative for Multimedia Evaluation, Dublin, Ireland.
    Mediaeval_2017_paper_10.pdf
  • Delbrouck, J.-B., & Dupont, S. (2017). "An empirical study on the effectiveness of images in Multimodal Neural Machine Translation" [Paper presentation]. Conference on Empirical Methods in Natural Language Processing, Copenhagen, Denmark.
    D17-1095.pdf
  • Grammatikopoulou, A., Laraba, S., Sahbenderoglu, O., Dimitropoulos, K., & Grammalidis, N. (2017). "An Adaptive Framework for the Creation of Body-Motion-Based Games". Paper presented at International Conference on Games and Virtual Worlds for Serious Applications, Athens, Greece.
    VSGAMES_2017_paper_47.pdf
  • Moreau, A., Mancas, M., & Dutoit, T. (2017). "A Robust Quality Measure for Quality-Guided 2D Phase Unwrapping Algorithms Based on Histogram Processing" [Paper presentation]. Irish Machine Vision and Image Processing Conference, Maynooth, Ireland.
    robust-quality-measurev2.pdf
  • Cohen, J., & Gillis, N. (2017). A New Approach to Dictionary-Based Nonnegative Matrix Factorization. "European Signal Processing Conference".
    A New Approach to Dictionary-Based NMF.pdf
  • Milisavljevic, A., Doré-Mazars, K., Gosselin, B., Mancas, M., & Petermann, C. (2017). "What scroll can teach us about web users?" [Paper presentation]. European Conference on Visual Perception, Berlin, Germany.
  • Delbrouck, J.-B., Dupont, S., & Seddati, O. (2017). "Visually Grounded Word Embeddings and Richer Visual Features for Improving Multimodal Neural Machine Translation" [Paper presentation]. GLU 2017 International Workshop on Grounding Language Understanding, Stockholm, Sweden.
    GLU2017_paper_15.pdf
  • Patel, M., Parmar, Y., & Valderrama, C. (2017). "Evaluating synthesis tools for hardware implementation on ZYBO Board" [Paper presentation]. International Conference on Computing Methodologies and Communication ICCMC, Erode, India.
  • El Haddad, K., Cakmak, H., Doumit, M., Pironkov, G., & Ayvaz, U. (2017). "Social Communicative Events in Human Computer Interactions" [Paper presentation]. Proceedings of the 11th International Summer Workshop on Multimodal Interfaces - eNTERFACE'16, Twente, Netherlands.
    2016_truong_proceedings_enterface16.pdf
  • Tits, M., Tilmanne, J., & Dutoit, T. (2017). "Morphology Independent Feature Engineering in Motion Capture Database for Gesture Evaluation". Paper presented at 4th International Conference on Movement Computing, London, United Kingdom.
    10.11453077981.3078037.pdf
  • Nedjar, I., Mahmoudi, S., & Chikh, M. A. (2017). "Content-based medical image retrieval for Liver CT Annotation". Paper presented at INTERNATIONAL CONFERENCE ON AFFECTIVE COMPUTING, MACHINE LEARNING AND INTELLIGENT SYSTEMS, Tetuan, Morocco.
  • Benjelloun, M., Dadi, E. W., & Daoudi, E. M. (2017). "3D shape retrieval basing on representatives of classes". Paper presented at 6th. International Symposium ISKO-Maghreb on 'Knowledge Organization in the perspective of Digital Humanities, Al hociema, Morocco.
  • Avelino, A., Obac, V., Harb, N., Valderrama, C., Alves De Albuquerque, G. L., & Possa, P. (2017). "LP-P2IP: a low-power version of P2IP architecture using Partail Reconfiguration" [Paper presentation]. International Workshop on Applied Reconfigurable Computing, Delft, Netherlands.
  • Cohen, J., Comon, P., & Gillis, N. (2017). Some theory on Non-negative Tucker Decomposition. "LVA/ICA: Latent Variable Analysis and Signal Separation".
    LVAICACohen.pdf
  • Aileni, R. M., Strungaru, R., Pasca, S., & Valderrama, C. (2017). "Big data analytics for sensors signal processing in healthcare" [Paper presentation]. Second NESUS Winter School & PhD Symposium, Vibo Valentia, Italy.
  • Heins, S., Dehem, S., Montedoro, V., Rocca, F., De Deken, P.-H., Edwards, M., Dehez, B., Mancas, M., Stoquart, G., & Lejeune, T. (2017). "Robotic-assisted serious game for motor and cognitive post-stroke rehabilitation" [Paper presentation]. International Conference on Serious Games and Applications for Health, Perth, Australia.
    Robotic-assisted serious game for motor and cognitive post-stroke rehabilitation.pdf
  • Rossetto, L., Giangreco, I., Tanase, C., Schuldt, H., Dupont, S., & Seddati, O. (2017). "Enhanced Retrieval and Browsing in the IMOTION System" [Paper presentation]. Conference on Multimedia Modeling, Reykjavik, Iceland.

Scientific congresses and symposiums/Poster

  • Rouat, J., Brousmiche, M., Brodeur, S., & Dupont, S. (21 June 2017). "Scene Interpretation for Objects Recognition and Manipulation and Partnerships" [Poster presentation]. CHIST-ERA Conference 2017, Krakow, Poland.
    CHISTERA_Conf2017_ORMR_poster_Rouat.jpg
  • Seddati, O., Delbrouck, J.-B., Dupont, S., & Mahmoudi, S. (25 April 2017). "Deep Features for Big Data" [Poster presentation]. Journée scientifique du Pôle hainuyer 'Les données au coeur de notre devenir: les enjeux des big data, Tournai, e-campus, Belgium.
  • El Adoui, M., & Benjelloun, M. (07 March 2017). "The prediction of breast tumor response to chemotherapy by 3D-MRI images analysis and interpretation". Poster session presented at Huitième édition montoise du MdC : le Mardi des Chercheurs 2017, UMons, Belgium.
    Poster MDC 2017 EL ADOUI Mohammed.pdf
  • Debauche, O., Mahmoudi, S., Manneback, P., & Lebeau, F. (07 March 2017). "Web-based animal behavior study service for researchers based on the smartphone inertial central". Poster session presented at Huitième édition montoise du MdC : le Mardi des Chercheurs 2017, UMons, Belgium.
    Poster MdC2017-SM.pdf
  • Florentin, J., Kouroussis, G., Dutoit, T., Rasmont, P., & Verlinden, O. (07 March 2017). "Listening to the wild to detect the drumming of a rare woodpecker". Poster session presented at Huitième édition montoise du MdC : le Mardi des Chercheurs 2017, UMons, Belgium.

Reports/Internal report

  • Garcia Vazquez, H., & Dualibe, F. (2017). "Garcia Vazquez Hugo, Dualibe Fortunato, 'Ultra-low power RF front-end powered by energy harvesting (POHAR projet, Final report, Numéro de convention : 1410164)' , 2017-12-30 (2017)".

Dissertations and theses/Master’s dissertation

  • Coppens, A. (2017). "Merging real and virtual worlds: An analysis of the state of the art and practical evaluation of Microsoft Hololens" [Master’s dissertation, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/42016
    1706.08096.pdf

Learning materials/Course notes

  • Mahmoudi, S., & Manneback, P. (2017). "Chapitre de cours d'Informatique Parallèle et Distribuée (I-INFO-009) : Introduction au Cloud Computing: Chapitre 7: Introduction au Cloud Computing".
    Cours Sidi Ahmed Mahmoudi_ UMons_Cloud_Partie 1 New.pdf
  • Mahmoudi, S., & Benjelloun, M. (2017). "Chapitre de cours de bases de données (I-INFO-024) : Technologies du Big Data".
    Cours Sidi Ahmed Mahmoudi_ UMons_BigData_New.pdf
  • Mahmoudi, S., Manneback, P., Bagein, M., & Roland, F. (2017). "Notes de laboratoire. Informatique Parallèle et Distribuée".
    IPD Complement New.pdf
  • Mahmoudi, S., & Manneback, P. (2017). "Chapitre de cours d'Informatique Parallèle et Distribuée (I-INFO-009) : Programmation des processeurs graphiques: Chapitre 6 : Programmation des processeurs graphiques".
    Cours Sidi Ahmed Mahmoudi_ UMons_New.pdf
  • Mahmoudi, S., & Mahmoudi, S. (2017). "Chapitre de cours de Multimedia Rertrieval and Indexation (I-INFO-014) : Cloud and GPU for Multimedia Retrieval: Chapitre 7 : Cloud & GPU for Multimedia Retrieval".
    Cours Sidi Ahmed Mahmoudi_ UMons_Cloud_MIR.pdf

Diverse speeches and writings/Article for a general audience

  • Mahmoudi, S. (2017). Real Time Web-based Toolbox for High Performance Computer Vision. "Polytech News".
  • Debauche, O., & Bouazzati, I. (2017). L'unité de croissance végétale automatisée. "Polytech News".
    olivier_debauche_ref8(2).pdf
  • Mancas, M., & Souris, S. (2017). Ces 10 machines vont changer votre vie. "L'Echo".
  • Mancas, M., & GAUDEFROY, A. G. (2017). BigBooster : 20 start-up s'envolent cette semaine pour Boston. "Les Echos Entrepreneurs".
  • Leblud, H., & Mancas, M. (2017). Les Montois d'Itteniton lisent dans vos yeaux. "L'Echo".

Diverse speeches and writings/Other

  • Ranieri, M. (2017). "Organisation du colloque ' Agir dans la ville. Art et politique dans l'espace urbain 3. Du quotidien'".
  • Mahmoudi, S. (2017). "Parallel and Distributed solutions using GPU and Cloud platforms (PDGC)".
  • Rollus, O., & Mancas, M. (2017). "On est pas couchés".
  • Ranieri, M. (2017). "Secrétaire du groupe de contact FNRS ' Musées et Art contemporain'".
  • Mahmoudi, S. (2017). "Cloud-based Toolbox for Medical Imaging & Computer Vision Applications".

2016

Scientific journals/Book review

  • Aileni, R. M., Valderrama, C., Pasca, S., & Strungaru, R. (2016). Skin conductance analyzing in function of the bio-signals monitored by biomedical sensors. "Revue Roumaine de Sciences Techniques. Série Électrotechnique et Énergétique".

Parts of books/Contribution to collective works

  • Aileni, R. M., Valderrama, C., & Strungaru, R. (2016). Chapter 10: Wearable Electronics for Elderly Health Monitoring and Active Living. In "Ambient Assisted Living and Enhanced Living Environments 1st Edition: Principles, Technologies and Control". Elsevier.
  • Mancas, M. (2016). What Is Attention? In M. Mancas, V. Ferrera, N. Riche, J. G. Taylor, M. Mancas (Ed.), V. Ferrera (Ed.), N. Riche (Ed.), ... J. Taylor (Ed.), "From Human Attention to Computational Attention - A Multidisciplinary Approach" (pp. 9-20). Springer Series in Cognitive and Neural Systems.
    What_is_attention.pdf
  • Mancas, M. (2016). Modeling Attention in Engineering. In M. Mancas, V. Ferrera, N. Riche, J. G. Taylor, M. Mancas (Ed.), V. Ferrera (Ed.), N. Riche (Ed.), ... J. Taylor (Ed.), "From Human Attention to Computational Attention - A Multidisciplinary Approach" (pp. 105-121). Springer Series in Cognitive and Neural Systems.
    attention and engineering.pdf
  • Mancas, M., & Ferrera, V. (2016). How to Measure Attention? In M. Mancas, V. Ferrera, N. Riche, J. G. Taylor, M. Mancas (Ed.), V. Ferrera (Ed.), N. Riche (Ed.), ... J. Taylor (Ed.), "From Human Attention to Computational Attention - A Multidisciplinary Approach" (pp. 21-38). Springer Series in Cognitive and Neural Systems.
    how_measure_attention.pdf
  • Mancas, M., Ferrera, V., & Riche, N. (2016). Why Do Computers Need Attention? In M. Mancas, V. Ferrera, N. Riche, J. G. Taylor, M. Mancas (Ed.), V. Ferrera (Ed.), N. Riche (Ed.), ... J. Taylor (Ed.), "From Human Attention to Computational Attention - A Multidisciplinary Approach" (pp. 1-6). Springer Series in Cognitive and Neural Systems.
    Intro_final.pdf
  • Riche, N., & Mancas, M. (2016). Bottom-Up Saliency Models for Still Images: A Practical Review. In M. Mancas, V. Ferrera, N. Riche, J. G. Taylor, M. Mancas (Ed.), V. Ferrera (Ed.), N. Riche (Ed.), ... J. Taylor (Ed.), "From Human Attention to Computational Attention - A Multidisciplinary Approach". Springer Series in Cognitive and Neural Systems.
    Still images practical review.pdf
  • Riche, N., & Mancas, M. (2016). Bottom-Up Saliency Models for Videos: A Practical Review. In M. Mancas, V. Ferrera, N. Riche, J. G. Taylor, M. Mancas (Ed.), V. Ferrera (Ed.), N. Riche (Ed.), ... J. Taylor (Ed.), "From Human Attention to Computational Attention - A Multidisciplinary Approach". Springer Series in Cognitive and Neural Systems.
    video models practical review.pdf
  • Leroy, J., Riche, N., & Mancas, M. (2016). Toward 3D Visual Saliency Modeling. In M. Mancas, V. Ferrera, N. Riche, J. G. Taylor, M. Mancas (Ed.), V. Ferrera (Ed.), N. Riche (Ed.), ... J. Taylor (Ed.), "From Human Attention to Computational Attention - A Multidisciplinary Approach" (pp. 305-330). Springer Series in Cognitive and Neural Systems.
    3D_Saliency.pdf
  • Mancas, M., & Le Meur, O. (2016). Applications of Saliency Models. In M. Mancas, V. Ferrera, N. Riche, J. G. Taylor, M. Mancas (Ed.), V. Ferrera (Ed.), N. Riche (Ed.), ... J. Taylor (Ed.), "From Human Attention to Computational Attention - A Multidisciplinary Approach" (pp. 331-377). Springer Series in Cognitive and Neural Systems.
    applications of saliency.pdf
  • Mancas, M., Riche, N., & Ferrera, V. (2016). The Future of Attention Models: Information Seeking and Self-awareness. In M. Mancas, V. Ferrera, N. Riche, J. G. Taylor, M. Mancas (Ed.), V. Ferrera (Ed.), N. Riche (Ed.), ... J. Taylor (Ed.), "From Human Attention to Computational Attention - A Multidisciplinary Approach". Springer Series in Cognitive and Neural Systems.
    attention_models_next.pdf
  • Dupont, S., Cakmak, H., Curran, W., Dutoit, T., Hofmann, J., McKeown, G., Pietquin, O., Platt, T., Ruch, W., & Urbain, J. (2016). Laughter Research: A Review of the ILHAIRE Project. In "Toward Robotic Socially Believable Behaving Systems". Springer International Publishing.
    AS4575905440481281486109495245_content_1.pdf
  • Mahmoudi, S., Ammar, M., Luque Joris, G., & Abbou, A. (2016). Real Time GPU-Based Segmentation and Tracking of the Left Ventricle on 2D Echocardiography. In "International work-conference on bioinformatics and bimedical engineering". Springer.
    IWBBIO.pdf
  • Mahmoudi, S., & Manneback, P. (2016). Towards a Smart Selection of Hybrid Platforms for Multimedia Processing. In "Proceedings of the First PhD Symposium on Sustainable Ultrascale Computing Systems".
    towards_nesus_2016.pdf

Scientific journals/Article

  • Pop, F., Ganchev, I., Valderrama, C., Below, K., & Di Martino, B. (10 December 2016). Cloud Computing for Enhanced Living Environments. "IEEE Cloud Computing, 3" (6), 94.
  • Ammar, M., & Mahmoudi, S. (08 December 2016). New Circularity Index Using Radon Transform. "International Journal of Applied Pattern Recognition, 03" (04), 368-380.
  • Daoudi, A., & Mahmoudi, S. (2016). A fully automatic cardiac segmentation method using region growing technique. "MedPRAI-2016 Proceedings of the Mediterranean Conference on Pattern Recognition and Artificial Intelligence, ACM New York, NY, USA - 2016".
  • Ranieri, M. (2016). La menace comme source d'inspiration. Le cas de JR. "Revue Proteus".
    Proteus11-5.pdf
  • Vandaele, A., Gillis, N., Lei, Q., Zhong, K., & Dhillon, I. (01 November 2016). Efficient and Non-Convex Coordinate Descent for Symmetric Nonnegative Matrix Factorization. "IEEE Transactions on Signal Processing, 64" (21), 5571-5584.
    21 Efficient and Non-Convex Coordinate Descent for Symmetric Nonnegative Matrix Factorization.pdf
  • Castagnola, J. L., Dualibe, F., & Garcia Vazquez, H. (2016). Using Scattering Parameters and the gm/ID MOST Ratio for Characterisation and Design of RF Circuits. "IEEE International Midwest Symposium on Circuits and Systems".
    PID4383969.pdf
  • Seddati, O., Dupont, S., & Mahmoudi, S. (2016). DeepSketch2Image: Deep Convolutional Neural Networks for Partial Sketch Recognition and Image Retrieval. "ACM on Multimedia Conference, Amsterdam, The Netherlands, 2016", 739-741.
    deepsketch2image.pdf
  • Tadrist, N., Debauche, O., Boualem, R., & Degré, A. (2016). Impact de l'érosion sur l'envasement des barrages, la recharge des nappes phréatiques côtières et les intrusions marines dans la zone semi-aride méditerranéenne : Cas du barrage de Boukurdane (Algérie). "Biotechnologie, Agronomie, Société et Environnement".
    sans-titre.pdf
  • Ammar, M., Mahmoudi, S., & Stylianos, D. (16 September 2016). Breast Cancer Response Prediction in Neoadjuvant Chemotherapy Treatment Based on Texture Analysis. "Procedia Computer Science, 100", 812-817. doi:10.1016/j.procs.2016.09.229
    Mahmoudi-Procedia-2016.pdf
  • Florentin, J., Dutoit, T., & Verlinden, O. (28 August 2016). Identification of European woodpecker species in audio recordings from their drumming rolls. "Ecological Informatics, 35", 61-70. doi:10.1016/j.ecoinf.2016.08.006
    2016_FLORENTIN_EcologicalInformatics_2016_35.pdf
  • Slabchenko, O., Sydorenko, V., & Siebert, X. (15 August 2016). Development of models for imputation of data from social networks on the basis of an extended matrix of attributes. "EasternEuropean Journal of Enterprise Technologies, 4" (2), 82.
    74871-160904-1-PB.pdf
  • Oulad Ben Taib, N., & Manto, M. (08 August 2016). The in vivo reduction of afferent facilitation induced by low frequency electrical stimulation of the motor cortex is antagonized by cathodal direct current stimulation of the cerebellum. "Cerebellum and Ataxias, 3" (1), 15-19. doi:10.1186/s40673-016-0053-3
  • Benjelloun, M., Dadi, E. W., & Daoudi, E. M. (01 July 2016). 3D shape retrieval in distributed databases. "International Journal of Imaging and Robotics, 16" (3), 114-123.
    Benjelloun_IJIR2016_Preprint_.pdf
  • Seddati, O., Dupont, S., & Mahmoudi, S. (2016). DeepSketch 2: Deep Convolutional Neural Networks for Partial Sketch Recognition. "International Workshop on Content-based Multimedia Indexing, CBMI 2016, Bucharest, Romania, June 15-17, 2016".
    deepsketch22016.pdf
  • Sobrie, O., Lazouni, M. A., Mahmoudi, S., Mousseau, V., & Pirlot, M. (2016). A new decision support model for preanesthetic evaluation. "Computer Methods and Programs in Biomedicine", (133), 183-193. doi:10.1016/j.cmpb.2016.05.021
    A new decision support model for preanesthetic evaluation - CMPB.pdf
  • Laraba, S., & Tilmanne, J. (2016). Dance performance evaluation using hidden Markov models. "Computer Animation and Virtual Worlds".
    Dance performance evaluation using hidden Markov models - SL.pdf
  • Naoui, M., Mahmoudi, S., & Belalem, G. (2016). Feasibility Study of a Distributed and Parallel Environment for Implementing the Standard Version of AAM Model. "Journal of Information Processing Systems".
  • Dall, R., Brognaux, S., Richmond, K., Valentini-Botinhao, C., Eje Henter, G., Hischberg, J., Junichi, Y., & King, S. (2016). Testing the consistency assumption: Pronunciation variant forced alignment in read and spontaneous speech synthesis. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings".
    dall2016testing.pdf
  • Mahmoudi, S., Ammar, M., Luque Joris, G., & Abbou, A. (2016). Real Time GPU-Based Segmentation and Tracking of the Left Ventricle on 2D Echocardiography. "Bioinformatics and Biomedical Engineering".
    IWBBIO.pdf
  • Naoui, M., Mahmoudi, S., & Belalem, G. (15 January 2016). Towards a Distributed and Parallel Schema for Active Appearance Model Implementation. "International Journal of Computational Vision and Robotics, Vol.6" (1/2), 19 - 40. doi:10.1504/IJCVR.2016.073756
  • Brognaux, S., & Drugman, T. (01 January 2016). HMM-based Speech Segmentation: Improvements of Fully Automatic Approaches. "IEEE Transactions on Audio, Speech and Language Processing, 24" (1), 5-15.
    BrognauxDrugman_TASLP15.pdf
  • Rossetto, L., Giangreco, I., Heller, S., Tanase, C., Schuldt, H., Dupont, S., Seddati, O., Sezgin, M., Altiok, O. C., & Sahillioglu, Y. (2016). IMOTION - Searching for Video Sequences Using Multi-Shot Sketch Queries. "Lecture Notes in Computer Science".
  • Rossetto, L., Giangreco, I., Tanase, C., Schuldt, H., Dupont, S., Seddati, O., Sezgin, M., & Sahillioglu, Y. (2016). iAutoMotion - an Autonomous Content-Based Video Retrieval Engine. "Lecture Notes in Computer Science".

Books/Collective work published as editor or director

  • Pop, F., Ganchev, I., Valderrama, C., Belov, K., Di Martino, B., Pop, F. (Ed.), Ganchev, I. (Ed.), Valderrama, C. (Ed.), Belov, K. (Ed.), & Di Martino, B. (Ed.). (2016). "IEEE Cloud Computing 3(6) Special Issue: Cloud Computing for Enhanced Living Environments (Guest Editors)". IEEE Computer Society Washington, DC, USA.
  • Mancas, M., Ferrera, V., Riche, N., Taylor, J. G., Mancas, M. (Ed.), Ferrera, V. (Ed.), Riche, N. (Ed.), & Taylor, J. (Ed.). (2016). "From Human Attention to Computational Attention: A Multidisciplinary Approach". Springer Series in Cognitive and Neural Systems.

Scientific congresses and symposiums/Unpublished conference/Abstract

  • Ranieri, M. (09 December 2016). "La Labilité du street art comme forme d'obsolescence programmée". Paper presented at Planned Obsolescence : Text, Theory, Technology, ULg (Université de Liège), Unknown/unspecified.
  • Gallas, M.-A., & Hochscheid, E. (19 November 2016). "VR-3D printing". Paper presented at VR Hackathon, Mons, Belgium.
  • Vankerkem, M. (17 October 2016). "Introduction au Management de l'Innovation". Paper presented at WALLONIE DESIGN, Liège, Belgium.
  • Alves De Albuquerque, G. L. (14 October 2016). "Nanosatellites sensors in a reconfigurable low cost architecture: A GPS receiver". Paper presented at Rencontres Skywin - UMONS, Mons, Belgium.
  • Belarbi, M. A., Mahmoudi, S., & Belalem, G. (07 October 2016). "Indexing videos by key frames". Paper presented at Dutch-Belgian DataBase Day, Mons, Belgium.
  • Gallas, M.-A. (06 October 2016). "Architecture et Cultures Numériques". Paper presented at Séminaire InforTech - Numediart, Mons, Belgium.
    Presentation Numediart_Dépôt.pdf
  • Ranieri, M. (23 September 2016). "JR au Louvre. Effacer la pyramide pour une (dé)historicisation de l'architecture". Paper presented at Agir dans la ville. Art et politique dans l'espace urbain 2 Des Représentations, UMONS, Belgium.
  • Darcis, D., & Hagelstein, M. (21 September 2016). "Les représentations sociales en question. La critique ranciérienne des identités". Paper presented at Agir dans la ville. Art et politique dans l'espace urbain 2 Des Représentations, UMONS, Belgium.
  • El Adoui, M., Stylianos, D., & Benjelloun, M. (09 September 2016). "Intra tumor heterogeneity as biomarker of response to treatment : prospective evaluation of parametric response mapping applied in MRI volumetric images of breast cancer". Paper presented at EDT-Cancérologie Expérimentale: Annual Mini symposium 'Why and how to integrate the tumor microenvironment and the immune system in therapeutic strategies targeting cancer cells', Bruxelles, Belgium.
    PRM_ABSTRACT_EL_ADOUI.pdf
  • Reboursière, L., Bricout, R., & Tiffon, V. (23 June 2016). "La guitare hexaphonique : retours sur une première utilisation pratique" [Paper presentation]. Quand la guitare [s']électrise !, Paris, France.
  • Vankerkem, M. (08 June 2016). "Introduction au Management de l'Innovation". Paper presented at IDCAMPUS, Liège, Belgium.
  • Florentin, J., Kouroussis, G., & Verlinden, O. (06 June 2016). "An autonomous recording station that searches for woodpecker drums". Paper presented at Ecoacoustics Congress 2016, Michigan, United States - Michigan.
    Abstract_Ecoacoustics_20160318a.pdf
  • Vankerkem, M. (30 May 2016). "Introduction au Management de l'Innovation". Paper presented at ACSYSTEME, Rennes, France.
  • Simoens, P. (06 May 2016). "Patrimoine et héritage social : la place du numérique". Paper presented at HIS.3 Hyperheritage international seminar, Kerkennah, Tunisia.
    160504_HIS3_patrimoine_et_héritage_social_la_place_du_numérique.pdf
  • Vankerkem, M. (28 April 2016). "Introduction au Management de l'Innovation". Paper presented at LME, Mons, Belgium.
  • Vankerkem, M. (27 April 2016). "Introduction au Management de l'Innovation". Paper presented at AIMs, Wavre, Belgium.
  • Alves De Albuquerque, G. L. (21 April 2016). "Space applications and sensors for nanosatellites: GNSS/GPS in space". Paper presented at Journée INFORTECH, Mons, Belgium.
  • Vankerkem, M. (24 March 2016). "Introduction au Management de l'Innovation". Paper presented at ESA, Sainte Beuve, France.
  • Vankerkem, M. (16 March 2016). "Introduction au Management de l'Innovation". Paper presented at MAP Marketing Alternative Produits, Rennes, France.
  • Vankerkem, M. (11 March 2016). "Introduction au Management de l'Innovation". Paper presented at DEVILLE, Charleville-Mézières, France.
  • Vankerkem, M. (04 March 2016). "Introduction au Management de l'Innovation". Paper presented at EXQUANDO, Wavre, Belgium.
  • Vankerkem, M. (02 March 2016). "Introduction au Management de l'Innovation". Paper presented at BERNICIA, Canejan, France.
  • Vankerkem, M. (17 February 2016). "Introduction au Management de l'Innovation". Paper presented at BROCHARD, Bourges, France.
  • Gallas, M.-A., & Becue, V. (28 January 2016). "Architecture & Urbanisme / Energie : Complexité morphologique". Paper presented at Sixième journée d'études thématiques de l'Institut de Recherche en Energie, Mons, Belgium.
  • Vankerkem, M. (27 January 2016). "Introduction au Management de l'Innovation". Paper presented at FORMYFIT, Mons, Belgium.
  • Vankerkem, M. (25 January 2016). "Introduction au Management de l'Innovation". Paper presented at EXQUANDO, Wavre, Belgium.
  • Florentin, J., & Verlinden, O. (25 January 2016). "Wildlife Monitoring through Acoustics: the Case of Woodpeckers". Paper presented at 3rd ABAV PhD and young acousticians day, Gent, Belgium.
  • Florentin, J., & Verlinden, O. (25 January 2016). "Wildlife Monitoring through Acoustics: the Case of Woodpeckers". Paper presented at 3rd ABAV PhD and young acousticians day, Ghent, Belgium.
    FLORENTIN_3rd PhD and young acousticians day - 25.01.2016.pdf
  • Vankerkem, M. (18 January 2016). "Introduction au Management de l'Innovation". Paper presented at GEOCONSULTING, Mons, Belgium.

Scientific congresses and symposiums/Paper published in a journal

  • Pironkov, G., Dupont, S., & Dutoit, T. (2016). "I-Vector Estimation as Auxiliary Task for Multi-Task Learning based Acoustic Modeling for Automatic Speech Recognition" [Paper presentation]. Spoken Language Technology Workshop, San Diego, United States.
    pironkov2016ivectorMTL.pdf
  • Pironkov, G., Dupont, S., & Dutoit, T. (2016). "Speaker-Aware Multi-Task Learning for Automatic Speech Recognition" [Paper presentation]. International Conference on Pattern Recognition, Cancun, Mexico.
    pironkov2016spk_ivecMTL.pdf
  • Viseur, R. (2016). "Vers une approche de la propriété intellectuelle adaptée aux activités co-créatives". Paper presented at 2ème Séminaire de l'Observatoire des communautés de connaissance, Strasbourg, France.
  • El Haddad, K., Cakmak, H., Gilmartin, E., Dupont, S., & Dutoit, T. (2016). "Towards a Listening Agent: A System Generating Audiovisual Laughs and Smiles to Show Interest" [Paper presentation]. International Conference on Multimodal Interfaces, Tokyo, Japan.
    listeningagent_ICMI16.pdf
  • Aileni, R. M., Valderrama, C., Pasca, S., & Strungaru, R. (2016). "Sympathetic skin response analysis using exosomatic method, biomedical sensors and clustering technique" [Paper presentation]. RO-LCG Grid, Cloud, and High-Performance Computing in Science, Bucharest-Magurele, Romania.
    BoA RO-LCG2016.pdf
  • Tanase, C., Rossetto, L., Giangreco, I., Schuldt, H., Dupont, S., & Seddati, O. (2016). "The IMOTION System at TRECVID 2016: The Ad-Hoc Video Search Task" [Paper presentation]. TREC Video Retrieval Evaluation, .
  • Marighetto, P., Hadj Abdelkader, I., Duzelier, S., Decombas, M., Riche, N., Jakubowicz, J., Mancas, M., Gosselin, B., & Laganière, R. (2016). "FuNNRar: Hybrid Rarity/Learning Visual Saliency" [Paper presentation]. IEEE International Conference on Image Processing, Phoenix, United States - Arizona.
    icip-2016-deep.pdf
  • Halin, G., & Gallas, M.-A. (2016). "Une approche pédagogique par les modèles pour la sensibilisation au concept de BIM (Maquette Numérique)". Paper presented at Séminaire de Conception Architecturale Numérique (SCAN'16), Toulouse, Unknown/unspecified.
    SCAN16-43.pdf
  • Jancart, S., Stals, A., & Gallas, M.-A. (2016). "Mathématique et culture numérique: supports aux nouvelles formes d'expression architecturale". Paper presented at Séminaire de Conception Architecturale Numérique (SCAN'16), Toulouse, Unknown/unspecified.
    Scan_25.pdf
  • Pironkov, G., Dupont, S., & Dutoit, T. (2016). "Speaker-Aware Long Short-Term Memory Multi-Task Learning for Speech Recognition" [Paper presentation]. European Signal Processing Conference, Budapest, Hungary.
    pironkov2016speakerMTL.pdf
  • El Haddad, K., Cakmak, H., Sulir, M., Dupont, S., & Dutoit, T. (2016). "Audio Affect Burst Synthesis: A Multilevel Synthesis System for Emotional Expressions" [Paper presentation]. European Signal Processing Conference, Budapest, Hungary.
  • Viseur, R. (2016). "A Sector-Selection Methodology for Living Labs Implementation". Paper presented at OpenLivingLab Days, Montréal, Canada.
  • Viseur, R. (2016). "A Sector-Selection Methodology for Living Labs Implementation". Paper presented at International Symposium on Open Collaboration, Berlin, Germany.
  • Tits, M., Tilmanne, J., & D'alessandro, N. (2016). "A Novel Tool for Motion Capture Database Factor Statistical Exploration". Paper presented at IEEE Workshop on Movement and Computing, Thessaloniki, Greece.
    MOCO16_Mickael_Tits.pdf
  • Simoens, P. (2016). "Heritage buildings and digital storage". Paper presented at 11th CTV Back to the sens of the City, Carcovie, Poland.
    11_CTV_pascal_simoens_heritage_buildings_and_digital_storage.pdf
  • Grammalidis, N., Dimitropoulos, K., Tsalakanidou, F., Kitsikidis, A., Roussel, P., Denby, B., Chawah, P., Buchman, L., Dupont, S., Laraba, S., Picart, B., Tits, M., Tilmanne, J., Hadjidimitriou, S., Hadjileontiadis, L., Charisis, V., Volioti, C., Stergiaki, A., Manitsaris, A., ... Manitsaris, S. (2016). "The i-Treasures Intangible Cultural Heritage dataset" [Paper presentation]. IEEE Workshop on Movement and Computing, Thessaloniki, Greece.
    The_i-Treasures_Intangible_Cultural_Heritage_datas.pdf
  • Cremer, S., Bagein, M., Mahmoudi, S., & Manneback, P. (2016). "Amélioration des performances d'un moteur de base de données relationnelle embarqué par l'utilisation de GPU". Paper presented at Conférence COMPAS 2016, Université de Bretagne Sud, Lorient, France.
  • Aileni, R. M., Valderrama, C., Pasca, S., & Strungaru, R. (2016). "Skin conductance analyzing in function of the bio-signals monitored by biomedical sensors" [Paper presentation]. ISFEE Fundamentals of Electrical Engineering, International Symposium on, Bucharest, Romania. doi:10.1109/ISFEE.2016.7803243
  • Viseur, R. (2016). "Propriété intellectuelle : bases d'un cadre légal adapté aux activités co-créatives". Paper presented at Colloque International GeCSO (Gestion des Connaissances dans la Société et les Organisations), Paris, France.
  • Viseur, R. (2016). "Communs informationnels et photographie : le cas de Wikimedia Commons et des concours 'Wiki Loves'". Paper presented at Colloque International GeCSO (Gestion des Connaissances dans la Société et les Organisations), Paris, France.
  • Alves De Albuquerque, G. L., Valderrama, C., Costa Silva, F., & Xavier De Souza, S. (2016). "Time-effective GPS Time Domain Signal Acquisition Algorithm" [Paper presentation]. ICL-GNSS International Conference on Localization and GNSS, Barcelona, Spain. doi:10.1109/ICL-GNSS.2016.7533687
  • Hulshof, C., Siebert, X., & Mélot, H. (2016). "NeoMI: a New Environment for the Organization of Musical Instruments". Paper presented at International Workshop on Folk Music Analysis, Dublin, Ireland.
    NeoMI_ a New Environment for the Organization of Musical Instrume.pdf
  • Cakmak, H., El Haddad, K., & Pulisci, R. (2016). "A real time OSC controlled agent for human machine interactions" [Paper presentation]. Workshop on Artificial Companion WACAI, Brest, France.
  • Mahmoudi, S. (2016). "Towards a Smart Selection of Resources for Low-energy Multimedia Processing". Paper presented at The 2nd International Conference on Cloud Computing Technologies and Applications - CloudTech'16, Marrakech, Morocco.
    Final_Version_Paper_SidiAhmedMahmoudi.pdf
  • El Haddad, K., Cakmak, H., Dupont, S., & Dutoit, T. (2016). "Laughter and Smile Processing for Human-Computer Interactions" [Paper presentation]. Workshop 'Just talking - casual talk among humans and machines' of LREC 2016, Portorož, Slovenia.
  • El Haddad, K., Cakmak, H., Dupont, S., & Dutoit, T. (2016). "AVAB-DBS: an Audio-Visual Affect Bursts Database for Synthesis" [Paper presentation]. Tenth International Conference on Language Resources and Evaluation (LREC 2016), Portorož, Slovenia.
  • Viseur, R. (2016). "Problèmes pratiques de propriété intellectuelle dans les hotspots créatifs wallons : bases d'un cadre légal adapté aux activités co-créatives". Paper presented at Colloque de l'AIM, Lille, France.
  • Seddati, O., Dupont, S., & Mahmoudi, S. (2016). "Réseaux de Neurones Convolutionnels Profonds pour la Reconnaissance d'Action dans les Vidéos" [Paper presentation]. CORESA 2016 - COmpression et REprésentation des Signaux Audiovisuels, Nancy, France.
    articlesite.pdf
  • Ravet, T., Tilmanne, J., D'alessandro, N., & Laraba, S. (2016). "Motion Data and Machine Learning: Prototyping and Evaluation" [Paper presentation]. CHI'16 Workshop on Human-Centred Machine Learning, San Jose, United States.
    Motion Data and Machine Learning Prototyping and Evaluation.pdf
  • Frisson, C., Malacria, S., Bailly, G., & Dutoit, T. (2016). "InspectorWidget: a System to Analyze Users Behaviors in Their Applications". Paper presented at Proceedings of the 2016 CHI Conference Extended Abstracts on Human Factors in Computing Systems, San Jose, United States - California. doi:10.1145/2851581.2892388
    InspectorWidgetCHI2016LBW.pdf
  • Popov, G., Dualibe, F., Moeyaert, V., Ndungidi, P., Garcia Vazquez, H., & Valderrama, C. (2016). "A 65-nm CMOS battery-less temperature sensor node for RF-powered Wireless Sensor Networks" [Paper presentation]. IEEE MTT-S Wireless Power Transfer Conference (WPTC-2016), Aveiro, Portugal.
    CWPTC2016.pdf
  • Pironkov, G., Dupont, S., & Dutoit, T. (2016). "Multi-Task Learning for Speech Recognition: An Overview" [Paper presentation]. The European Symposium on Artificial Neural Networks, Bruges, Belgium.
    pironkov2016mtl.pdf
  • Tanase, C., Giangreco, I., Rossetto, L., Schuldt, H., Seddati, O., Dupont, S., Altiok, O. C., & Sezgin, M. (2016). "Semantic Sketch-Based Video Retrieval with Autocompletion" [Paper presentation]. International Conference on Intelligent User Interfaces, Sonoma, United States - California.
  • Cremer, S., Bagein, M., Mahmoudi, S., & Manneback, P. (2016). "CuDB: a Relational Database Engine Boosted by Graphics Processing Units". Paper presented at Proceedings of the First PhD Symposium on Sustainable Ultrascale Computing Systems, Timisoara, Romania.
  • Aileni, R. M., Strungaru, R., & Valderrama, C. (2016). "Data mining for autonomous wearable sensors used for elderly healthcare monitoring" [Paper presentation]. NESUS Symposium on Sustainable Ultrascale Computing Systems, Timisoara, Romania.
  • Frisson, C., & Dumas, B. (2016). "InfoPhys: Direct Manipulation of Information Visualisation through a Force-Feedback Pointing Device". Paper presented at Proceedings of the 10th ACM International Conference on Tangible, Embedded and Embodied Interaction (TEI'16), Eindhoven, Netherlands. doi:10.1145/2839462.2856545
    InfoPhysTEI2016-CameraReady.pdf

Scientific congresses and symposiums/Poster

  • Ranieri, M. (12 December 2016). "Agir dans l'espace public urbain et numérique : entre engagement et effacement. : Approche critique du dispositif participatif des projets artistiques de JR". Poster session presented at Séminaire doctoral David Mangin, Faculté d'Architecture La Cambre Horta, Unknown/unspecified.
  • Siebert, X., Mélot, H., & Hulshof, C. (12 September 2016). "Study of the robustness of descriptors for musical instruments classification". Poster session presented at Belgian-Dutch Conference on Machine Learning, BeneLearn, Courtrai, Belgium.
    Benelearn_2016_paper_40.pdf
  • El Adoui, M., Drisis, S., & Benjelloun, M. (09 September 2016). "Prospective evaluation by Parametric Response Mapping (PRM) applied in MRI volumetric images of breast cancer". Poster session presented at EDT-Cancérologie Expérimentale: Annual Mini symposium 'Why and how to integrate the tumor microenvironment and the immune system in therapeutic strategies targeting cancer cells', Bruxelles, Belgium.
    Poster EL ADOUI.pdf
  • Garcia Vazquez, H., Dualibe, F., Ndungidi, P., Popov, G., & Ymeraj, A. (18 May 2016). "Low-power RF front-end powered by energy harvesting" [Poster presentation]. 9ème édition de la Matinée des Chercheurs 2016 (MdC2016), Valenciennes, France.
    Poster_MdC2016_hfpga.pdf
  • Ymeraj, A., Dualibe, F., Garcia Vazquez, H., & Sampietro, M. (18 May 2016). "Design and simulation of an ultra low-voltage low-power step-down DC/DC converter in CMOS-65nm" [Poster presentation]. 9ème édition de la Matinée des Chercheurs 2016 (MdC2016), Valenciennes, France.
    PosterfinalV2.pdf
  • Ndungidi, P., Garcia Vazquez, H., Popov, G., Dualibe, F., & Valderrama, C. (18 May 2016). "Multi-abstraction models for accelerating the design of RF systems" [Poster presentation]. 9ème édition de la Matinée des Chercheurs 2016 (MdC2016), Valenciennes, France.
    PosterPapy_MdC_05_2016_Fr.pdf
  • Alves De Albuquerque, G. L., Costa Silva, F., De Souza, S. X., & Valderrama, C. (18 May 2016). "Space applications and sensors for nanosatellites: GNSS/GPS in space" [Poster presentation]. 9ème édition de la Matinée des Chercheurs 2016 (MdC2016), Valenciennes, France.
  • Ranieri, M. (25 April 2016). "Agir dans/sur la ville: entre engagement et effacement. Approchaine critique de l'installation urbaine de JR". Poster session presented at 9ème édition de la Matinée des Chercheurs 2016 (MdC2016), Valenciennes, France.
  • Garcia Vazquez, H., & Dualibe, F. (19 April 2016). "WSN node powered by energy harvesting" [Poster presentation]. Deuxième Journée scientifique du Pôle hainuyer, Université du Travail, Charleroi, Belgium.
  • Toncheva, A., Willocq, B., Khelifa, F., Douheret, O., Lambert, P., Larrieu, J., Dubois, P., & Raquez, J. M. (16 February 2016). "Bilayer poly(e-caprolactone) shape memory polymer nanocomposites of multi-responsiveness". Poster session presented at 3rd Belgian-German Macromolecular meeting dynamic and responsive polymer systems, Houffalize, Belgium.

Reports/Internal report

  • Garcia Vazquez, H., & Dualibe, F. (2016). "Ultra-low power RF front-end powered by energy harvesting (POHAR projet, 2nd Anual report, Numéro de convention : 1410164)".
  • Çiftçi, S., Grammalidis, N., Dimitropoulos, K., Kitsikidis, A., Tsalakanidou, F., Dagnino, F., Pozzi, F., Leboullenger, C., Chawah, P., Laraba, S., Dupont, S., Manitsaris, S., Volioti, C., Charisis, V., & Hadjileontiadis, L. (2016). "Final Version of 3D Visualization for Sensorimotor Learning - FP7 i-Treasures Deliverable 5.5".
  • Laraba, S., Tilmanne, J., Tits, M., Ververidis, D., Nikolopoulos, S., Nikolaidis, S., & Chalikias, A.-P. (2016). "Intangible Cultural Heritage Indexing by Stylistic Factors and Locality Variations - FP7 i-Treasures Deliverable 4.5".
    d4.5_report_on_ich_indexing_by_stylistic_factors_and_locality_variations_final.pdf
  • Schuldt, H., Dupont, S., Giangreco, I., Rossetto, L., Sahillioglu, Y., Seddati, O., Sen, C., Sezgin, M., Tanase, C., & Yildirim, D. (2016). "IMOTION - Intelligent MultiModal Augmented Video Motion Retrieval System - Periodic Report 2".
  • Denby, B., Leboullenger, C., Hakoun, A., Roussel, P., Hadjidimitriou, S., Hadjileontiadis, L., Charisis, V., Grammalidis, N., Tsalakanidou, F., Dimitropoulos, K., Kitsikidis, A., Laraba, S., Tilmanne, J., Dupont, S., Manitsaris, S., Moutarde, F., bouzos, O., Chawah, P., Crevier-Buchman, L., ... Manitsaris, A. (2016). "Final Version of ICH Capture and Analysis Modules - FP7 i-Treasures Deliverable 3.4".
  • El Haddad, K., Dupont, S., & Dutoit, T. (2016). "Speech Synthesis - v1 - JOKER Deliverable 5.2".
  • El Haddad, K., Dupont, S., & Dutoit, T. (2016). "Affect bursts generation - v1 - JOKER Deliverable 5.3".
  • Seddati, O., Dupont, S., & Mahmoudi, S. (2016). "Video Motion Feature Extractors, 1st Prototype - IMOTION Deliverable 2.2".
  • Chantas, G., Nikolopoulos, S., Kompatsiaris, I., Karavarsamis, S., Ververidis, D., Chatzilari, E., Liaros, G., Chalikias, A.-P., Nikolaidis, S., & Dupont, S. (2016). "Final Version of Multimodal Analysis, Fusion and Semantic Media Interpretation - FP7 i-Treasures Deliverable 4.3".
  • Denby, B., Leboullenger, C., Roussel, P., Hadjidimitriou, S., Hadjileontiadis, L., Charisis, V., Grammalidis, N., Tsalakanidou, F., Dimitropoulos, K., Kitsikidis, A., Laraba, S., Tilmanne, J., Dupont, S., Manitsaris, S., Moutarde, F., bouzos, O., Chawah, P., Crevier-Buchman, L., Volioti, C., & Manitsaris, A. (2016). "Final Report on ICH Capture and Analysis - FP7 i-Treasures Deliverable 3.3".

Dissertations and theses/Doctoral thesis

  • Cakmak, H. (2016). "Audiovisual Laughter Synthesis - A Statistical Parametric Approach". Unpublished doctoral thesis, Université de Mons. Jury: .
    phd.pdf

Diverse speeches and writings/Article for a general audience

  • Roy, F., & Mancas, M. (2016). Adrexo se lance dans l'oculométrie prédictive. "CBNews".
  • Mancas, M. (2016). Adrexo propose d'améliorer (en amont) l'impact des imprimés publicitaires grâce à l'eye-tracking. "OffreMedia".
  • Gavard, E., & Mancas, M. (2016). «IL RESTE TOUT À FAIRE SUR LE PROSPECTUS». "Strategies.fr".
  • Leroy, C. (2016). À L'AUBE DU SIXIÈME SENS. "Le Vif".
  • Leroy, C., & Mancas, M. (2016). À L'AUBE DU SIXIÈME SENS. "Le Vif".
  • Achour, A., Agha, Y., Auberger, N., Babu-Bobbilo, K., Barakat, T., Bianco, J., Bondar, L., Bruneel, D., Combe, E., Deleplanque, S., Derue, L., El-Baroudi, M., Fernandez Rodriguez, J. D., Garcia Vazquez, H., Fall, P. A., Grodski, M., Hamzaoui, M., Harb, N., Huang, J. P., & Zhao, Z. (2016). Portraits de Chercheurs (BEWARE) Vol.1. "Servicie public de Wallonie".
    beware_portraits-de-40-chercheurs_vol-1.pdf
  • Viseur, R. (2016). 'L'auteur d'une photo n'est pas forcément celui qui a appuyé sur le bouton' (interview) : Dossier : images automatisées, la disparition des auteurs. "Fisheye".

Diverse speeches and writings/Other

  • Ranieri, M. (2016). "Organisation du Colloque ' Agir dans la ville. Art et politique dans l'espace urbain 2 : des représentations' : du 21 au 23 septembre".

2015

Scientific journals/Book review

  • Mahmoudi, S., Da Cunha Possa, P., Ravet, T., Drugman, T., Chessini Bose, R., Dutoit, T., & Valderrama, C. (01 October 2015). Sensor-based Framework for Automatic Cough Detection and Classification. "Advances in Intelligent Systems and Computing, 7" (2015).
    ICT_Innovations_2015_submission_90.pdf
  • Costa Silva, F., Xavier-de-Souza, S., das Chagas Mota, F., Alves De Albuquerque, G. L., & Valderrama, C. (2015). Two-step Low Complexity GPS Signal Acquisition. "Navigation, Journal of the Institute of Navigation".
  • Larhmam, M., Mahmoudi, S., Benjelloun, M., & Gillis, N. (2015). La vision par ordinateur au service de l'oncologie. "Polytech News", (51), 13.
  • Pirlot, M., Lazouni, M. A., Mahmoudi, S., & Sobrie, O. (2015). Gestion hospitalière et aide à la décision. "Polytech News", (51), 16.

Parts of books/Contribution to collective works

  • Le Meur, O., & Mancas, M. (2015). Computational Models of Visual Attention and Applications. In "Biologically Inspired Computer Vision: Fundamentals and Applications" (pp. 21). WileyVCH Verlag GmbH & Co. KGaA.
  • Bisdorff, R., Dias, L. C., Meyer, P., Mousseau, V., & Pirlot, M. (2015). Introduction. In R. Bisdorff, L. C. Dias, P. Meyer, V. Mousseau, M. Pirlot, L. C. Dias (Ed.), R. Bisdorff (Ed.), P. Meyer (Ed.), V. Mousseau (Ed.), ... M. Pirlot (Ed.), "Evaluation and decision models with multiple criteria. Case studies". Springer.
  • Pirlot, M., Teghem, J., Ulungu, B., Duvivier, L., Bulens, P., & Goffin, C. (2015). Choosing a cooling system for a power plant in Belgium. In R. Bisdorff, L. C. Dias, P. Meyer, V. Mousseau, M. Pirlot, L. C. Dias (Ed.), R. Bisdorff (Ed.), P. Meyer (Ed.), V. Mousseau (Ed.), ... M. Pirlot (Ed.), "Evaluation and decision models with multiple criteria. Case studies". Springer.
  • Mahmoudi, S. (2015). Multi-CPU/Multi-GPU Based Framework for Multimedia Processing. In "Computer Science and Its Applications". Springer.
  • Alves De Albuquerque, G. L., Carvalho, M. J. M., & Valderrama, C. (2015). Brazilian Nano-satellite with Reconfigurable SOC GNSS Receiver Tracking capability. In "FPGAs and Parallel Architectures for Aerospace Applications" (pp. 13). Springer International Publishing. doi:10.1007/978-3-319-14352-1
    Albuquerque02.pdf
  • Darcis, D. (2015). Penser la contemporanéité de la gravure. In "Biennale internationale de gravure contemporaine 2015 (Catalogue)". Musée des Beaux-Arts de Liège.

Scientific journals/Article

  • Francisco Sanchez, G. (15 December 2015). El posesivo tónico precedido de artículo en la sierra de Francia (sur de Salamanca) y zonas próximas. El presunto islote hurdano. "Frontiers in Neuroscience, 13", 227-249.
  • El Haddad, K., Dupont, S., Cakmak, H., & Dutoit, T. (2015). Shaking and Speech-Smile Vowels Classification: An Attempt at Amusement Arousal Estimation from Speech Signals. "IEEE Global Conference on Signal and Information Processing".
  • Fernandez-Ramirez, C., Danilkin, I., Marc, M., Mathieu, V., & Szczepaniak, A. (23 November 2015). Coupled-Channel Model for KN Scattering in the Resonant Region. "Physical Review. D, Particles, Fields, Gravitation, and Cosmology, 93" (3), 034029. doi:10.1103/PhysRevD.93.034029
  • Gillis, N., & Kumar, A. (15 October 2015). Exact and Heuristic Algorithms for Semi-Nonnegative Matrix Factorization. "SIAM Journal on Matrix Analysis and Applications, 36" (4), 1404-1424.
    20 Exact and Heuristic Algorithms for Semi-Nonnegative Matrix Factorization.pdf
  • Courboulay, V., & Mancas, M. (2015). CuriousMind photographer: distract the robot from its initial task. "EAI Endorsed Transactions on Creative Technologies".
    eai2015_curiousmind_mm.pdf
  • Seddati, O., Emre, K., Pironkov, G., Dupont, S., Mahmoudi, S., & Dutoit, T. (2015). UMons at MediaEval 2015 Affective Impact of Movies Task including Violent Scenes Detection. "IEEE Multimedia".
    Paper31.pdf
  • Coq Germanicus, R., Leclère, P., Guhel, Y., Boudart, B., Touboul, A., Descamps, P., Delaroque, T., Hug, E., Leysenne, L., & Eyben, P. (04 September 2015). On the Influence of the Pressure Induced Amorphous Silicon Layer during Consecutive Scanning Spreading Resistance Microscopy Scans on Doped Silicon. "Journal of Applied Physics, 117", 24306.
  • Vatavu, R.-D., & Mancas, M. (25 August 2015). Evaluating visual attention for multi-screen television: measures, toolkit, and experimental findings. "Personal and Ubiquitous Computing, 19", 781-801.
    evaluating_visual_attention_multi-screen_ubiquitous.pdf
  • Garcia Vazquez, H., Khemchandani, S., & Pino, J. (16 August 2015). A RF front-end for DVB-SH based on current conveyors. "Microelectronics Journal, 46" (7), 581-587. doi:10.1016/j.mejo.2015.04.003
  • Ndungidi, P., Garcia Vazquez, H., Dualibe, F., Pino, J., & Valderrama, C. (29 July 2015). Optimal distribution of RF receiver multistandard specification based on multiobjective optimization. "Microwave and Optical Technology Letters, 57" (10), 2262-2269. doi:10.1002/mop.29307
    Optimal distribution of RF receiver multistandard specification based on multiobjective optimization-2015-Microwave_and_Optical_Technology_Letters.pdf
  • Ben Madhkour, R., Mancas, M., & Dutoit, T. (2015). A taxonomy of camera calibration and video projection correction methods. "EAI Endorsed Transactions on Creative Technologies".
    eai2015_calibration.pdf
  • Brognaux, S., & Drugman, T. (14 July 2015). HMM-based Speech Segmentation: Improvements of Fully Automatic Approaches. "IEEE Transactions on Audio, Speech and Language Processing, 24" (1), 5-15.
    BrognauxDrugman_TASLP15.pdf
  • Garcia Vazquez, H., L. Khemchandani, S., & del Pino, J. (2015). A RF front-end for DVB-SH based on current conveyors. "Microelectronics Journal".
  • Mahmoudi, S., Lecron, F., & Benjelloun, M. (24 June 2015). Digital mammograms classification for breast cancer detection. "International Journal of Computer Assisted Radiology and Surgery, S (2015) 10" (Suppl 1), 125-S126. doi:10.1007/s11548-015-1213-2
  • Da Cunha Possa, P., Harb, N., & Valderrama, C. (22 June 2015). P²IP: A novel low-latency Programmable Pipeline Image Processor. "Microprocessors and Microsystems, 39" (2015), 529-540. doi:10.1016/j.micpro.2015.06.010
    1-s2 0-S0141933115000897-main.pdf
  • Seddati, O., Dupont, S., & Mahmoudi, S. (2015). DeepSketch: Deep convolutional neural networks for sketch recognition and similarity search. "International Workshop on Content-Based Multimedia Indexing, CBMI 2015, Prague, Czech Republic, June 10-12, 2015".
    CBMI_2015_submission_30 (2).pdf
  • Barros, C.-A., SILVEIRA, L. F. Q., Valderrama, C., & Xavier-de-Souza, S. (22 May 2015). Optimal Processor Dynamic-Energy Reduction for Parallel Workloads on Heterogeneous Multi-core Architectures. "Microprocessors and Microsystems, Volume 39" (Issue 6, August 2015), 418-425. doi:10.1016/j.micpro.2015.05.009
    1-s2.0-S0141933115000617-main.pdf
  • Gillis, N., & Ma, W.-K. (21 May 2015). Enhancing Pure-Pixel Identification Performance via Preconditioning. "SIAM Journal on Imaging Sciences, 8" (2), 1161-1186.
    18 Enhancing Pure-Pixel Identification Performance via Preconditioning.pdf
  • Mahmoudi, S., & Manneback, P. (15 May 2015). Multi-CPU/Multi-GPU Based Framework for Multimedia Processing. "IFIP Advances in Information and Communication Technology, 456" (2015), 54-65.
  • Cakmak, H., Urbain, J., & Dutoit, T. (2015). Synchronization rules for HMM-based Audio-Visual laughter synthesis. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings".
  • El Haddad, K., Dupont, S., Urbain, J., & Dutoit, T. (2015). Speech-Laughs: an HMM-based Approach for Amused Speech Synthesis. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings".
    speechlaugh_icassp15.pdf
  • Picart, B., Brognaux, S., & Dupont, S. (2015). Analysis and Automatic Recognition of Human Beatbox Sounds: a Comparative Study. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings".
    icassp2015_beatbox_bpsbsd.pdf
  • Gillis, N., Kuang, D., & Park, H. (01 April 2015). Hierarchical Clustering of Hyperspectral Images using Rank-Two Nonnegative Matrix Factorization. "IEEE Transactions on Geoscience and Remote Sensing, 53" (4), 2066-2078.
    16 Hierarchical Clustering of Hyperspectral Imagesusing Rank-Two NMF.pdf
  • Nedjar, I., Daho, M. E. H., Settouti, N., Mahmoudi, S., & Chikh, M. A. (30 March 2015). Random forest based classification of medical x-ray images using a genetic algorithm for feature selection. "Journal of Mechanics in Medicine and Biology, Vol. 15" (2), 8. doi:10.1142/S0219519415400254
  • Gillis, N., & Vavasis, S. A. (26 March 2015). Semidefinite Programming Based Preconditioning for More Robust Near-Separable Nonnegative Matrix Factorization. "SIAM Journal on Optimization, 25" (1), 677-698.
    17 Semidefinite Programming Based Preconditioning for More Robust Near-Separable Nonnegative Matrix Factorization.pdf
  • Mahmoudi, S. (27 February 2015). Multi-GPU based framework for real-time motion analysis and tracking in multi-user scenarios. "EAI Endorsed Transactions. Creative Technologies, 2" (2), 1-10.
    ct.2.2.e5.pdf
  • Tobon-Gomez, C., Geers, A., Peters, J., Weese, J., Pinto, K., Rashed, K., Ammar, M., Daoudi, A., Margeta, J., Sandoval, Z., Stender, B., Zheng, Y., A. Zuluaga, M., Betancur, J., Ayache, N., Chikh, M. A., Dillenseger, J.-L., Kelm, B. M., Mahmoudi, S., ... S. Rhode, K. (2015). Benchmark for algorithms segmenting the left atrium from 3D CT and MRI datasets. "IEEE Transactions on Medical Imaging". doi:10.1109/TMI.2015.2398818
  • Rocca, F., Mancas, M., Grisard, F., Leroy, J., Ravet, T., & Gosselin, B. (2015). Head pose estimation & TV Context: current technology. "EAI Endorsed Transactions on Creative Technologies".
    eai2015_head_pose.pdf
  • Daoudi, A., Mahmoudi, S., & Chikh, M. A. (2015). Automatic Segmentation of the Right Ventricle by Active Shape Model and a Distance Transform. "Journal of Medical Imaging and Health Informatics".
  • Rossetto, L., Giangreco, I., Schuldt, H., Dupont, S., Seddati, O., Sezgin, M., & Sahillioglu, Y. (01 January 2015). IMOTION - A Content-Based Video Retrieval Engine. "Lecture Notes in Computer Science, 8936", 255-260.
    imotion cb.pdf

Scientific congresses and symposiums/Unpublished conference/Abstract

  • Alves De Albuquerque, G. L., & Valderrama, C. (18 December 2015). "FPGAs in space, satellite FPGA aided systems" [Paper presentation]. Reconfigurable Market, Mons, Belgium.
  • Vankerkem, M. (27 November 2015). "Introduction au Management de l'Innovation". Paper presented at GEOCONSULTING, Mons, Belgium.
  • Vankerkem, M. (13 November 2015). "Introduction au Management de l'Innovation". Paper presented at FORMYFIT, Enghien, Belgium.
  • Mahmoudi, S. (11 October 2015). "Images analysis and annotation for computer aided diagnosis and multimedia management: Invited talk". Paper presented at Journées Doctorales Apprentissage Automatique & Web Intelligence (JDIM 2015), Mostaganem, Algeria.
  • Vankerkem, M. (10 September 2015). "Introduction au Management de l'Innovation". Paper presented at MARTIN SELLIER, Valenciennes, France.
  • Vankerkem, M. (08 July 2015). "Introduction au Management de l'Innovation". Paper presented at ALLIAGE CARE, Bordeaux, France.
  • Vankerkem, M. (27 June 2015). "Introduction au Management de l'Innovation". Paper presented at TOUT TECHNIQUE, La Seyne sur Mer, France.
  • Mahmoudi, S., & Manneback, P. (31 May 2015). "Traitement Temps Réel d'Images et de Vidéos de Haute Définition sur GPU Multiples". Paper presented at Journée Calcul Intensif. Colloque sur l'Optimisation et les Systèmes d'Information COSI'2015, Oran, Algeria.
  • Vankerkem, M. (29 May 2015). "Introduction au Management de l'Innovation". Paper presented at SYSTEME J, Delémont, Switzerland.
  • Vankerkem, M. (12 May 2015). "Introduction au Management de l'Innovation". Paper presented at ARCAD, Luxembourg, Luxembourg.
  • Darcis, D. (02 February 2015). "Bernard Stiegler, une trajectoire philosophique". Paper presented at Workshop Ville HighTech Agriculture Lowtech/Ville Lowtech Agriculture HighTech, Mons, Belgium.
  • Vankerkem, M. (28 January 2015). "Introduction au Management de l'Innovation". Paper presented at SYNODIANCE, Nantes, France.
  • Vankerkem, M. (26 January 2015). "Introduction au Management de l'Innovation". Paper presented at ONEY - Banque ACCORD, Lille, France.

Scientific congresses and symposiums/Paper published in a journal

  • Pironkov, G., Dupont, S., & Dutoit, T. (2015). "INVESTIGATING SPARSE DEEP NEURAL NETWORKS FOR SPEECH RECOGNITION" [Paper presentation]. Automatic Speech Recognition & Understanding, .
    pironkov.pdf
  • El Haddad, K., Cakmak, H., Dupont, S., & Dutoit, T. (2015). "Towards a Level Assessment System of Amusement in Speech Signals: Amused Speech Components Classification" [Paper presentation]. IEEE International Symposium on Signal Processing and Information Technology, .
  • El Haddad, K., Cakmak, H., Moinet, A., Dupont, S., & Dutoit, T. (2015). "An HMM Approach for Synthesizing Amused Speech with a Controllable Intensity of Smile" [Paper presentation]. IEEE International Symposium on Signal Processing and Information Technology, .
  • Diaz, D., Garcia Vazquez, H., Montesdeoca, M., Khemchandani, S., & Pino, J. (2015). "A Wide-band noise-cancelling CMOS LNA based on Current Conveyors". Paper presented at XXX Design of Circuits and Integrated Systems Conference (DCIS), Estoril, Portugal.
  • Daoudi, A., Mahmoudi, S., & Chikh, M. A. (2015). "Endocardial Ultrasound Segmentation using Level Set method". Paper presented at 3rd International Conference on Signal, Image, Vision and their Applications, Guelma, Algeria.
  • Kasmi, N., Mostapha, Z., Mahmoudi, S., & Manneback, P. (2015). "Taking Advantage of GPU/CPU Architectures for Sparse Conjugate Gradient Solver Computation". Paper presented at Third World Conference on Complex Systems, Marrakech, Morocco.
    WCCS15.pdf
  • Laraba, S., Tilmanne, J., & Dutoit, T. (2015). "Adaptation procedure for HMM-based sensor-dependent gesture recognition". Paper presented at Motion in Games, Paris, France.
    laraba2015.pdf
  • R. F. Silva, B., B. Nogueira, M., S. Santiago, G., D. Dantas, J. B., Alves De Albuquerque, G. L., J. Alsina, P., & Dantas de Medeiros, A. A. (2015). "SISTEMA DE VISÃO COMPUTACIONAL PARA DETECÇÃO DE EMBARCAÇÕES POR VEÍCULO AÉREO NÃO TRIPULADO". Paper presented at SBAI 2015 - Simpósio Brasileiro de Automação Inteligente, Natal, Brazil.
  • Aileni, R. M., Sever, P., & Valderrama, C. (2015). "Biomedical sensors data fusion algorithm for enhancing the efficiency of fault-tolerant systems in case of wearable electronics device" [Paper presentation]. RO-LCG Conference Grid, Cloud and High Performance Computing in Science, Cluj-Napoca, Romania.
  • Aileni, R. M., Pasca, S., & Valderrama, C. (2015). "Cloud computing for big data from biomedical sensors monitoring, storage and analyze" [Paper presentation]. CFP15ROL-CDR 2015 RO-LCG Conference 8th Grid, Cloud and High Performance Computing in Science, Cluj-Napoca , Romania.
  • Decombas, M., Marighetto, P., Mancas, M., Cassagne, I., Riche, N., Gosselin, B., Dutoit, T., & Laganière, R. (2015). "An Evaluation Criterion of Saliency Models for Video Seam Carving" [Paper presentation]. 7th IEEE International Workshop on Multimedia Signal Processing (MMSP2015), Xiamen, China.
    mmsp2015_pmmmnrbgtd.pdf
  • Leroy, J., Riche, N., Mancas, M., & Gosselin, B. (2015). "3D Saliency Based on Supervoxels Rarity in Point Clouds" [Paper presentation]. Symposium on Attention in Cognitive Systems, Hamburg, Germany.
    isacs2015_jlnrmmbg.pdf
  • Tits, M., Tilmanne, J., D'alessandro, N., & Wanderley, M. (2015). "Feature Extraction and Expertise Analysis of Pianists' Motion-Captured Finger Gestures". Paper presented at International Computer Music Conference (ICMC 2015), Denton, United States - Texas.
    bbp2372.2015.019.pdf
  • Bandrabur, A., Florea, L., Florea, C., & Mancas, M. (2015). "Emotion identification by facial landmarks dynamics analysis" [Paper presentation]. IEEE Intelligent Computer Communication and Processing (ICCP), Cluj-Napoca, Romania.
    ICCP_2015.pdf
  • Awad, D., Mancas, M., Riche, N., Courboulay, V., & Revel, A. (2015). "A CBIR-based evaluation framework for visual attention models" [Paper presentation]. 23rd European Signal Processing Conference (EUSIPCO 2015), Nice, France.
    eusipco2015_cbir.pdf
  • Cakmak, H., El Haddad, K., & Dutoit, T. (2015). "GMM-based Synchronization rules for HMM-based Audio-Visual laughter synthesis" [Paper presentation]. 6th International Conference on Affective Computing and Intelligent Interaction (ACII 2015), Xi'an, China.
  • Devillers, L., Rossetto, S., Dubuisson Duplessis, G., Sehili, M. A., Béchade, L., Delaborde, A., Gossart, C., Letard, V., Yang, F., Yemez, Y., T¨urker, B. B., Sezgin, M., El Haddad, K., Dupont, S., Luzzati, D., Estève, Y., Gilmartin, E., & Campbell, N. (2015). "Multimodal Data Collection of Human-Robot Humorous Interactions in the JOKER Project" [Paper presentation]. Affective Computing and Intelligent Interaction, .
  • Nedjar, I., Mahmoudi, S., Chikh, M. A., Abi-Yad, K., & Bouafia, Z. (2015). "Automatic Annotation of Liver CT Image: ImageCLEFmed 2015". Paper presented at Working Notes of CLEF 2015 - Conference and Labs of the Evaluation forum, 2015. CEUR Workshop Proceedings 1391, CEUR-WS.org 2015, Toulouse, France.
    Nedjar-Mahmoudi-Clef-2015-CR.pdf
  • Tilmanne, J., & D'alessandro, N. (2015). "MotionMachine: A New Framework For Motion Capture Signal Feature Prototyping". Paper presented at 23rd European Signal Processing Conference (EUSIPCO 2015), Nice, France.
    eusipco2015_moma_jtnda.pdf
  • El Haddad, K., Cakmak, H., Dupont, S., & Dutoit, T. (2015). "Breath and Repeat: An Attempt at Enhancing Speech-Laugh Synthesis Quality" [Paper presentation]. European Signal Processing Conference, .
  • Cassagne, I., Riche, N., Decombas, M., Mancas, M., Gosselin, B., Dutoit, T., & Laganière, R. (2015). "Video saliency based on rarity prediction: HYPERAPTOR" [Paper presentation]. 23rd European Signal Processing Conference (EUSIPCO 2015), Nice, France.
    eusipco2015_icnrmdmmbgtdrl.pdf
  • Tilmanne, J., D'alessandro, N., Barborka, P., Bayansar, F., Bernardo, F., Fiebrink, R., Héloir, A., Hemery, E., Laraba, S., Moinet, A., Nunnar, F., Ravet, T., Reboursière, L., Sarasúa, A., Tits, M., Tits, N., & Zajega, F. (2015). "Prototyping a New Audio-Visual Instrument Based on Extraction of High-Level Features on Full-Body Motion" [Paper presentation]. Proceedings of the 10th International Summer Workshop on Multimodal Interfaces - eNTERFACE'15, Mons, Belgium.
    prototyping-audio-visual.pdf
  • C. C. Santos, C., A. L. M. Costa, D., L. S. Júnior, V., R. F. Silva, B., L. Leite, D., E. B. S. Júnior, C., A. Liberato, B., B. Nogueira, M., D. Senna, M., S. Santiago, G., D. Dantas, J. B., J. Alsina, P., & Alves De Albuquerque, G. L. (2015). "SCANNING ROCKET IMPACT AREA WITH AN UAV: FIRST RESULTS". Paper presented at 22nd ESA Symposium on European Rocket and BalloonProgrammes and Related Research, Tromso, Norway.
  • Garcia Vazquez, H., Khemchandani, S., Dualibe, F., & Pino, J. (2015). "A selectable bandwidth LNA based on current conveyors" [Paper presentation]. 9th Argentine Conference on Micro-Nanoelectronics Technology and Applications (CAMTA 2015), Villa María, Argentina.
  • Deshayes, R., & Mens, T. (2015). "GISMO: A Domain-Specific Modelling Language for Executable Prototyping of Gestural Interaction". Paper presented at ACM SIGCHI Symposium on Engineering Interactive Computing System, Duisburg, Germany.
    EICS2015-CR-DeshayesMens-Gismo.pdf
  • Florentin, J., Fauville, B., Gérard, M., Moiny, F., Rasmont, P., Kouroussis, G., & Verlinden, O. (2015). "Soundscape analysis and wildlife presence in the vicinity of a wind turbine" [Paper presentation]. Euronoise 2015 - the 10th European Congress and Exposition on Noise Control Engineering, Maastricht, Netherlands.
    FLO2015 - EuroNoise2015.pdf
  • D'alessandro, N., Tilmanne, J., Moreau, A., & Puleo, A. (2015). "AirPiano: A Multi-Touch Keyboard with Hovering Control". Paper presented at Proceedings of the 15th Conference on New Interfaces for Musical Expression (NIME'15), Baton Rouge, United States - Louisiana.
    nime2015_261.pdf
  • Ramos, D., Khemchandani, S., Garcia Vazquez, H., & Pino, J. (2015). "Different strategies to improve sensitivity and power of the wake-up receivers". Paper presented at 1st URSI Atlantic Radio Science Conference (URSI AT-RASC), Gran Canaria, Spain.
  • Belarbi, M. A., Mahmoudi, S., & Belalem, G. (2015). "Research and automatic video indexing by content". Paper presented at Conférence Internationale sur le Traitement de l'Information Multimédia (CITIM'2015), Mascara, Algeria.
  • Rocca, F., De Deken, P.-H., Grisard, F., Mancas, M., & Gosselin, B. (2015). Real-Time Marker-Less Implicit Behavior Tracking for User Profiling in a TV Context. "casa 2015 : 28th international conference on computer animation and social agents 2015 - Proceedings Short Papers (ISBN: 978-981-09-4946-4 )".
    casa2015_tracking_frphdfgmmbg.pdf
  • El Haddad, K., Dupont, S., D'alessandro, N., & Dutoit, T. (2015). "An HMM-based Speech-smile Synthesis System: An Approach for Amusement Synthesis" [Paper presentation]. 3rd Intl Workshop on Emotion Representation, Analysis and Synthesis in Continuous Time and Space (EmoSPACE'15), Ljubljana, Slovenia.
  • Cakmak, H., El Haddad, K., & Dutoit, T. (2015). "Audio-visual laughter synthesis system" [Paper presentation]. 4th Interdisciplinary Workshop on Laughter and Other Non-Verbal Vocalisations in Speech, Enschede, Netherlands.
  • El Haddad, K., Cakmak, H., Dupont, S., & Dutoit, T. (2015). "Towards a Speech Synthesis System with Controllable Amusement Levels" [Paper presentation]. 4th Interdisciplinary Workshop on Laughter and Other Non-Verbal Vocalisations in Speech, Enschede, Netherlands.
  • El Haddad, K., Moinet, A., Cakmak, H., Dupont, S., & Dutoit, T. (2015). "Using MAGE for Real Time Speech-Laugh Synthesis" [Paper presentation]. 4th Interdisciplinary Workshop on Laughter and Other Non-Verbal Vocalisations in Speech, Enschede, Netherlands.
  • Al Kork, S., Ugurca, D., Sahin, C., Chawah, P., Buchman, L., Adda-Decker, M., Xu, K., Denby, B., Roussel, P., Picart, B., Dupont, S., Tsalakanidou, F., Kitsikidis, A., Dagnino, F., Ott, M., Pozzi, F., Stone, M., & Yilmaz, E. (2015). "A Novel Human Interaction Game-Like application to Learn, Perform and Evaluate Modern Contemporary Singing: Human Beat Box" [Paper presentation]. International Conference on Computer Vision Theory and Applications, .
    Visapp2015_SpecialSession_MMS-ER3Dv4.pdf
  • Yilmaz, E., Ugurca, D., Sahin, C., Dagnino, F., Ott, M., Pozzi, F., Dimitropoulos, K., Tsalakanidou, F., Kitsikidis, A., Al Kork, S., Xu, K., Denby, B., Roussel, P., Chawah, P., Buchman, L., Adda-Decker, M., Dupont, S., Picart, B., Tilmanne, J., ... Grammalidis, N. (2015). "Novel 3D Game-like Applications Driven by Body Interactions for Learning Specific Forms of Intangible Cultural Heritage" [Paper presentation]. International Conference on Computer Vision Theory and Applications, .
    Visapp2015_Games_final_after reviews_oa.pdf
  • Lourenço, S., Tits, M., Wanderley, M., & Castro, S. (2015). "European Piano Schools of Music Performance: Analysis towards a multimodal approach". Paper presented at International Conference on New Music Concepts (ICNMC 2015), Treviso, Italy.

Scientific congresses and symposiums/Poster

  • Cakmak, H. (28 July 2015). "Audiovisual Laughter synthesis". Poster session presented at 2016 Speech Processing Courses in Crete - Speech Synthesis: Advancements in Modern Speech Synthesis Engines, Crete, Greece.
  • Tits, M. (10 March 2015). "Analyse de l'Expertise Gestuelle". Poster session presented at 8ème édition de la Matinée des Chercheurs 2015 (MdC2015), Mons, Belgium.
    Poster MdC2015 Mickael Tits FNRS logo.pdf
  • Pierquin, E., & Becue, V. (10 March 2015). "Ville Numérique et mobilités créatives". Poster session presented at 8ème édition de la Matinée des Chercheurs 2015 (MdC2015), Mons, Belgium.
  • Menassel, M., & Becue, V. (10 March 2015). "Les dispositifs numériques créatifs comme outil de médiation dans l'espace urbain". Poster session presented at 8ème édition de la Matinée des Chercheurs 2015 (MdC2015), Mons, Belgium.
  • Kasmi, N., & Mahmoudi, S. (10 March 2015). "Taking Advantage of Heterogeneous Architectures for Conjugate Gradient Solver Computation". Poster session presented at 8ème édition de la Matinée des Chercheurs 2015 (MdC2015), Mons, Belgium.
  • QUENON, A., Dualibe, F., & Ndungidi, P. (10 March 2015). "A method for designing high-frequency operational amplifiers using the gm/Id methodology" [Poster presentation]. 8ème édition de la Matinée de Chercheurs, Mons, Belgium.
  • Daouri, S., Dualibe, F., & Ndungidi, P. (10 March 2015). "Design of a voltage controlled oscillator in a CMOS 150nm technology" [Poster presentation]. 8ème édition de la Matinée de Chercheurs, Mons, Belgium.
  • Dedeycker, L., Popov, G., & Dualibe, F. (10 March 2015). "Design investigation of ultra low voltage energy harvesting circuit based on an inductive oscillator" [Poster presentation]. 8ème édition de la Matinée des Chercheurs 2015 (MdC2015), Mons, Belgium.
  • Florentin, J., Fauville, B., Moiny, F., Dutoit, T., Gérard, M., Kouroussis, G., & Verlinden, O. (10 March 2015). "Detection of wildlife in a soundscape" [Poster presentation]. 8ème édition de la Matinée des Chercheurs 2015 (MdC2015), Mons, Belgium.
  • Popov, G., Dualibe, F., Ndungidi, P., Moeyaert, V., & Valderrama, C. (10 March 2015). "Design and simulation of a wireless and battery-less temperature sensor in a CMOS 65nm technology" [Poster presentation]. 8ème édition de la Matinée des Chercheurs 2015 (MdC2015), Mons, Belgium.
  • Ndungidi, P., Popov, G., Dualibe, F., & Valderrama, C. (10 March 2015). "Design of RF systems based on multiabstraction models and multi-objective optimization" [Poster presentation]. 8ème édition de la Matinée de Chercheurs, Mons, Belgium.
  • Seddati, O., Dupont, S., & Mahmoudi, S. (10 March 2015). "DNN for action recognition in videos" [Poster presentation]. 8ème édition de la Matinée de Chercheurs, Mons, Belgium.

Reports/Internal report

  • Garcia Vazquez, H., & Dualibe, F. (2015). "Ultra-low power RF front-end powered by energy harvesting (POHAR projet, Anual report, Numéro de convention : 1410164)".
  • Manitsaris, A., Tsagkaris, A., Marchavilas, G., Veranis, G., Chawah, P., Crevier-Buchman, L., Dupont, S., Tilmanne, J., Tsalakanidou, F., Kitsikidis, A., Dimitropoulos, K., Grammalidis, N., Chantas, G., Karavarsamis, S., Denby, B., Leboullenger, C., Ceregini, A., Dagnino, F., Pozzi, F., ... Yilmaz, E. (2015). "Final Report on System Specification - FP7 i-Treasures Deliverable 2.4".
  • Seddati, O., Dupont, S., & Mahmoudi, S. (2015). "Report on Video Motion Feature Extraction - IMOTION Deliverable 2.1".
  • Schuldt, H., Dupont, S., Giangreco, G., Rossetto, L., Sahillioglu, Y., Seddati, O., Sen, C., Sezgin, M., Tanase, C., & Yildirim, D. (2015). "IMOTION - Intelligent MultiModal Augmented Video Motion Retrieval System - Periodic Report 1".

Dissertations and theses/Doctoral thesis

  • Brognaux, S. (2015). "Expressive speech synthesis: Research and system design with hidden Markov Model". Unpublished doctoral thesis, Université de Mons. Jury: Dutoit, T. (Promotor), Beaufort, R. (Promotor), Saerens, M. (Promotor), Siebert, X., Hirschberg, J., Mertens, P., Pagel, V., Drugman, T., ... Simon, A. C.
    TheseVF.pdf
  • Frisson, C. (2015). "Designing interaction for browsing media collections (by similarity)" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/41801
    PhD-CF-online.pdf

Diverse speeches and writings/Article for a general audience

  • Ndungidi, P., Dualibe, F., & Valderrama, C. (2015). Conception des systèmes radiofréquences (RF) de courte portée à base des modèles multiabstractions et de l'optimisation multiobjectif. "POLYTECH.NEWS , N°51".
  • Dutoit, T., Valderrama, C., Drugman, T., & Mahmoudi, S. (2015). Vers une estimation qualitative et quantitative automatisée de la toux. "Polytech News N° 51".

Diverse speeches and writings/Other

  • Dupont, S. (2015). "VideoSketcher - Innovative Query Modes for Manipulating and Searching Video through Motion and Sound - Final Demo".

2014

Scientific journals/Book review

  • Frisson, C., Riche, N., Coutrot, A., Delestage, C.-A., Dupont, S., Ferhat, O., Guyade, N., Mahmoudi, S., Mancas, M., Mital, P. K., Ech aniz, A. P., Rocca, F., Rochette, A., & Yvart, W. (2014). Auracle: how are salient cues situated in audiovisual content? "The 10th International Summer Workshop on Multimedia Interfaces".
    enterface14_report_auracle.pdf
  • Moinet, A. (01 June 2014). Ralenti audio pour vidéos de sport en slow motion. "Polytech.News, 50".

Parts of books/Contribution to collective works

  • Gillis, N. (2014). The Why and How of Nonnegative Matrix Factorization. In "Regularization, Optimization, Kernels, and Support Vector Machines". Chapman Hall / CRC Press.
  • Rocca, F. (2014). When TV meets the Web: towards personalised digital media. In "Semantic Multimedia Analysis and Processing". CRC Press.
  • Tsatsou, D., Mancas, M., Kuchar, J., Nixon, L., Vacura, M., Leroy, J., Rocca, F., & Mezaris, V. (2014). When TV meets the Web: towards personalised digital media. In "Semantic Multimedia Analysis and Processing". CRC Press.
  • Rocca, F., Mancas, M., & Gosselin, B. (2014). Head Pose Estimation by Perspective-n-Point Solution Based on 2D Markerless Face Tracking. In "Intelligent Technologies for Interactive Entertainment". Reidsma, Dennis.
    head_pose_estimation.pdf
  • Mahmoudi, S., Ozkan, E., Manneback, P., & Tosun, S. (2014). Taking Advantage of Heterogeneous Platforms in Image and Video Processing. In "Complex HPC book" (pp. 429-450). Wiley.
  • Mahmoudi, S., Kierzynka, M., & Manneback, P. (2014). Real-Time GPU-Based Motion Detection and Tracking Using Full HD Videos. In "Intelligent Technologies for Interactive Entertainment" (pp. 12-21). Springer.

Scientific journals/Article

  • Ruch, W., Platt, T., Hofmann, J., Niewiadomski, R., Urbain, J., Mancini, M., & Dupont, S. (18 November 2014). Gelotophobia and the Challenges of Implementing Laughter into Virtual Agents Interactions. "Frontiers in Human Neuroscience, 8" (928). doi:10.3389/fnhum.2014.00928
    fnhum-08-00928.pdf
  • Larhmam, M., Mahmoudi, S., Benjelloun, M., Mahmoudi, S., & Manneback, P. (2014). A Portable Multi-CPU/Multi-GPU based Vertebra Localization in Sagittal MR Images. "Lecture Notes in Computer Science", (2014), 209-218.
    ICIAR2014_Spine_Localization.pdf
  • Possa, P., Mahmoudi, S., Harb, N., Valderrama, C., & Manneback, P. (10 October 2014). A Multi-Resolution FPGA-Based Architecture for Real-Time Edge and Corner Detection. "IEEE Transactions on Computers, 63" (10, Oct 2014), 2376-2388. doi:10.1109/TC.2013.130
    IEEE_Trans.pdf
  • Pompili, F., Gillis, N., Absil, P.-A., & Glineur, F. (02 October 2014). Two Algorithms for Orthogonal Nonnegative Matrix Factorization with Application to Clustering. "Neurocomputing, 141", 15-25.
    13 Two Algorithms for Orthogonal Nonnegative Matrix Factorization with Application to Clustering.pdf
  • Deshayes, R., Meyers, B., Mens, T., & Vangheluwe, H. (30 September 2014). ProMoBox in Practice : A Case Study on the GISMO Domain-Specific Modelling Language. "CEUR Workshop Proceedings, 1237", 21-30.
    paper3.pdf
  • Deshayes, R., Meyers, B., Lucio, L., Syriani, E., Wimmer, M., & Vangheluwe, H. (15 September 2014). ProMoBox: A Framework for Generating Domain-Specific Property Languages. "Lecture Notes in Computer Science, 8706", 1-20. doi:10.1007/978-3-319-11245-9_1
  • Laffineur, L., Degeest, A., Frisson, C., & Giot, R. (11 July 2014). Interactive Network Installation. "Lecture Notes in Computer Science, 136", 140-143. doi:10.1007/978-3-319-08189-2_20
  • Mancini, M., Ach, L., Bantegnie, E., Baur, T., Berthouze, N., Datta, D., Ding, Y., Dupont, S., Griffin, H., Lingenfelser, F., Niewiadomski, R., Pelachaud, C., Pietquin, O., Piot, B., Urbain, J., Volpe, G., & Wagner, J. (2014). Laugh When You're Winning. "IFIP Advances in Information and Communication Technology".
    10.1007-978-3-642-55143-7-Laugh.pdf
  • Mahmoudi, S., & Benjelloun, M. (01 July 2014). A classification based medical images retrieval system. "International Journal of Computer Assisted Radiology and Surgery, S (2014) 9" (Suppl 1), 77-S80. doi:10.1007/s11548-014-1023-y
  • Garcia Vazquez, H., Khemchandani, S., Ramos, D., & Pino, J. (24 June 2014). A fully integrated dual-band LNA with switched loads. "Microwave and Optical Technology Letters, 56" (9), 2107-2110. doi:10.1002/mop.28524
  • Gillis, N. (24 June 2014). Successive Nonnegative Projection Algorithm for Robust Nonnegative Blind Source Separation. "SIAM Journal on Imaging Sciences, 7" (2), 1420-1450.
    15 Successive Nonnegative Projection Algorithm for Robust Nonnegative Blind Source Separation.pdf
  • Schoeffmann, K., Ahlström, D., Bailer, W., Cobârzan, C., Hopfgartner, F., McGuinness, K., Gurrin, C., Frisson, C., Le, D.-D., Del Fabro, M., Bai, H., & Weiss, W. (01 June 2014). The Video Browser Showdown: a live evaluation of interactive video search tools. "International Journal of Multimedia Information Retrieval, 3" (2), 113-127. doi:10.1007/s13735-013-0050-8
    VBSIJMIR2013.pdf
  • Bollepalli, B., Urbain, J., Raitio, T., Gustafson, J., & Cakmak, H. (2014). A Comparative Evaluation of Vocoding Techniques for HMM-based Laughter Synthesis. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings".
    ICASSP2014_LaughSynthesis_vocoders.pdf
  • Cakmak, H., Urbain, J., Tilmanne, J., & Dutoit, T. (2014). Evaluation of HMM-based visual laughter synthesis. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings", 4578 - 4582. doi:10.1109/ICASSP.2014.6854469
  • Gillis, N., & Luce, R. (01 April 2014). Robust Near-Separable Nonnegative Matrix Factorization Using Linear Optimization. "Journal of Machine Learning Research, 15" (Apr), 1249-1280.
    14 Robust Near-Separable Nonnegative Matrix Factorization Using Linear Optimization.pdf
  • Urbain, J., Cakmak, H., Charlier, A., Denti, M., Dutoit, T., & Dupont, S. (2014). Arousal-Driven Synthesis of Laughter. "IEEE Journal of Selected Topics in Signal Processing".
    06754150.pdf
  • Mahmoudi, S., Kierzynka, M., Manneback, P., & Kurowski, K. (25 March 2014). Real-time motion tracking using optical flow on multiple GPUs. "Bulletin of the Polish Academy of Sciences. Technical Sciences, 62" (1), 139-150. doi:10.2478/bpasts-2014-0016
  • Gillis, N., & Vavasis, S. A. (24 March 2014). Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization. "IEEE Transactions on Pattern Analysis and Machine Intelligence, 36" (4), 698-714.
    12 Fast and Robust Recursive Algorithms for Separable NMF.pdf
  • MERATI, M., Mahmoudi, S., & Chikh, M. A. (14 March 2014). Texture and Classifier Based Medical Images Retrieval. "Journal of Medical Imaging and Health Informatics, Volume 4" (Number 1), 43-48.
  • LIMA, A. D. D., BARROS, C. A., SILVEIRA, L. F. Q., XAVIER DE SOUZA, S., & Valderrama, C. (12 March 2014). Parallel cyclostationarity-exploiting algorithm for energy-efficient spectrum sensing. "IEICE Transactions on Communications, Volume E97-B" (Issue 2, 2014), 326-333. doi:10.1587/transcom.E97.B.326
  • Picart, B., Drugman, T., & Dutoit, T. (2014). Automatic Variation of the Degree of Articulation in New HMM-based Voices. "IEEE Journal of Selected Topics in Signal Processing", 307 - 322. doi:10.1109/JSTSP.2014.2302742
    jstsp_articulation_bptdtd.pdf
  • Daoudi, A., & Mahmoudi, S. (31 January 2014). Automatic Segmentation of the Left Atrium on CT Images. "Lecture Notes in Computer Science, LNCS 8330", 14-23.
  • Ammar, M., Mahmoudi, S., Chikh, M. A., & Abbou, A. (31 January 2014). Toward an Automatic Left Atrium Localization Based on Shape Descriptors and Prior Knowledge. "Lecture Notes in Computer Science, LNCS 8330", 42-48.
  • Garcia Vazquez, H., Khemchandani, S., & Pino, J. (28 January 2014). A low power RF receiver for digital TV DVB-SH. "Microwave and Optical Technology Letters, 56" (3), 528-531. doi:10.1002/mop.28154
  • Sabato, C., Giraudet, A., Delattre, V., Desnos, Y., Frisson, C., Giot, R., Yvart, W., Rocca, F., Dupont, S., Vandem Bemden, G., Leleu-Merviel, S., & Dutoit, T. (10 January 2014). Scenarizing CADastre Exquisse: A Crossover between Snoezeling in Hospitals/Domes, and Authoring/Experiencing Soundful Comic Strips. "Lecture Notes in Computer Science, 8326", 22-33. doi:10.1007/978-3-319-04117-9_3
    83260022.pdf
  • Jacobs, B., Jacobs, L.-A., Frisson, C., Yvart, W., Dutoit, T., & Leleu-Merviel, S. (10 January 2014). Scenarizing Metropolitan Views: FlanoGraphing the Urban Spaces. "Lecture Notes in Computer Science, 8326", 11-21. doi:10.1007/978-3-319-04117-9_2
    83260011.pdf
  • Baltazar, A., Baltazar, P., & Frisson, C. (10 January 2014). An Interactive Device for Exploring Thematically Sorted Artworks. "Lecture Notes in Computer Science, 8326", 34-43. doi:10.1007/978-3-319-04117-9_4
    83260034.pdf
  • Benjelloun, M., Dadi, E. W., & Daoudi, E. M. (06 January 2014). New approach for efficiently retrieving similar 3D models based on reducing the research space. "International Journal of Imaging and Robotics, 13" (2), 104-111.
  • Ma, W.-K., Bioucas-Dias, J. M., Chan, T.-H., Gillis, N., Gader, P., & Plaza, A. (01 January 2014). A Signal Processing Perspective on Hyperspectral Unmixing: Insights from Remote Sensing. "IEEE Signal Processing Magazine, 31" (1), 67-81.
    11 Signal processing perspective on hyperspectral unmixing.pdf
  • Gillis, N., & Glineur, F. (01 January 2014). A continuous characterization of the maximum-edge biclique problem. "Journal of Global Optimization, 58" (3), 439-464.
    09 A continuous characterization of the maximum-edge biclique problem.pdf
  • Gurrieri, M., Fortemps, P., & Siebert, X. (01 January 2014). Alternative Decomposition Techniques for Label Ranking. "Communications in Computer and Information Science, 443" (2), 464-474.

Books/Book published as author, translator, etc.

  • Diaz, R., Khemchandani, S., Garcia Vazquez, H., & Pino, J. (2014). "Design of Low-Noise Amplifiers for Ultra-Wideband Communications". McGraw Hill Education.

Scientific congresses and symposiums/Unpublished conference/Abstract

  • Mahmoudi, S. (01 December 2014). "Medical images analysis and annotation for computer aided diagnosis: Invited talk". Paper presented at IWMCS'2014 Second International Workshop on Mathematics and Computer Science, Tiratet, Algeria.
  • Pirlot, M. (24 November 2014). "Apprentissage des paramètres d'un modèle de tri ordonné de type Electre" [Paper presentation]. Journées doctorales JGO 2014, Université d'Alger USTHB , Algeria.
  • Vankerkem, M. (13 November 2014). "A la recherche de mon opposé". Paper presented at APM NANCY MAJORELLE, Art-sur-Meurthe, France.
  • Mahmoudi, S., & Manneback, P. (13 November 2014). "Multi-CPU-GPU based Image and Video processing". Paper presented at Séminaire, Master 2 calcul scientifique, Lille, France.
  • Vankerkem, M. (10 October 2014). "A la recherche de mon opposé". Paper presented at APM NANTES A VENIR, Saint Herblain, France.
  • Castagnola, J., & Dualibe, F. (20 August 2014). "Diseño de transistores MOS para alta frecuencia utilizando el método Gm/Id" [Paper presentation]. 10° seminario de Comunicaciones , SECOM 2014, Cordoba, Argentina.
  • Florentin, J., Verlinden, O., Dutoit, T., Moiny, F., Kouroussis, G., & Rasmont, P. (16 June 2014). "Identification of woodpecker species through their drumming" [Paper presentation]. Ecology and acoustics: emergent properties from community to landscape, Paris, France.
    FLO2014_AE.pdf
  • Vankerkem, M. (23 April 2014). "A la recherche de mon opposé". Paper presented at APM NAMUR, Namur, Belgium.
  • Vankerkem, M. (08 April 2014). "A la recherche de mon opposé". Paper presented at APM VAR, La Motte en Provence, France.
  • Vankerkem, M. (26 February 2014). "A la recherche de mon opposé". Paper presented at APM GRENOBLE, Eybens, France.
  • Florentin, J. (21 February 2014). "Acoustic Monitoring in Environmental Studies Using Automated Bird Song Recognition". Paper presented at 2nd ABAV PhD and Young Acousticians Day, Liège, Belgium.
    Abstract_FLORENTIN_20140107a.pdf
  • Vankerkem, M. (14 February 2014). "A la recherche de mon opposé". Paper presented at APM LES PAYS SAVOYARDS, Aix-les-Bains, France.
  • Dupont, S. (22 January 2014). "FP7 FET ILHAIRE Project - Testimony of Belgian participation to the FET Programme" [Paper presentation]. H2020 FET Infomation Day Organized by FNRS/FWO, Brussels, Belgium.
    ILHAIRE-Presentation-4-post.pdf
  • Vankerkem, M. (20 January 2014). "A la recherche de mon opposé". Paper presented at APM CORREZE, Brive la Gaillarde, France.
  • Vankerkem, M. (14 January 2014). "A la recherche de mon opposé". Paper presented at APM ORLEANS, Saint Jean de Braye, France.

Scientific congresses and symposiums/Paper published in a book

  • Mousseau, V., & Pirlot, M. (2014). "From Multiple Criteria Decision Analysis to Preference Learning DA2PL 2014" [Paper presentation]. From Multiple Criteria Decision Analysis to Preference Learning DA2PL 2014, Ecole Centrale Paris , France.

Scientific congresses and symposiums/Paper published in a journal

  • Lourenço, S., Martins, L. G., Wanderley, M., Tits, M., & Megre, R. (2014). "Towards a Multimodal Analysis of European Piano Schools of Music Performance". Paper presented at Conference on Interdisciplinary Musicology, Berlin, Germany.
  • Ramos, D., Garcia Vazquez, H., Khemchandani, S., Pino, J., Lujan, C., & Bistue, G. (2014). "A high sensitivity and low power envelope detector for wireless sensor nodes". Paper presented at XXIX Design of Circuits and Integrated Circuits Conference (DCIS), Madrid, Spain.
  • Barbulescu, A., Ronfard, R., Bailly, G., Gagneré, G., & Cakmak, H. (2014). "Beyond Basic Emotions: Expressive Virtual Actors with Social Attitudes". Paper presented at 7th International ACM SIGGRAPH Conference on Motion in Games 2014 (MIG 2014), Los Angeles, United States.
  • Gurrieri, M., Fortemps, P., & Siebert, X. (2014). "Data Generation Techniques for Label Ranking". Paper presented at From Decision Aid to Preference Learning, Paris, France.
  • Gurrieri, M., Siebert, X., Ait Taleb, N., Pirlot, M., & Fortemps, P. (2014). "Data Generation Techniques for Label Ranking" [Paper presentation]. From Multiple Criteria Decision Analysis to Preference Learning DA2PL 2014, Ecole Centrale Paris , France.
  • Frisson, C., Dupont, S., Yvart, W., Riche, N., Siebert, X., & Dutoit, T. (2014). "A Proximity Grid Optimization Method to Improve Audio Search for Sound Design" [Paper presentation]. International Symposium/Conference on Music Information Retrieval, .
    AudioMetroISMIR14.pdf
  • Benmouna, Y., Chikh, M. A., & Mahmoudi, S. (2014). "String Resource Integration in Gene Selection of microarray data". Paper presented at The Biomedical Engineering International Conference BIOMEIC'14, Tlemcen, Algeria.
    SRIGSconf_Biomeic14.pdf
  • Ammar, M., Mahmoudi, S., Chikh, M. A., & Abbou, A. (2014). "Interpretable segmentation process applied to cardiac short axis MRI images". Paper presented at The Biomedical Engineering International Conference BIOMEIC'14, Tlemcen, Algérie, 2014, Tlemcen, Algeria.
  • Kasmi, N., Mahmoudi, S., Zback, M., & Manneback, P. (2014). "Performance evaluation of sparse matrix-vector product (SpMV) computation on GPU architecture". Paper presented at WCCS14, Agadir, Morocco.
    WCCS14.pdf
  • Frisson, C., Dupont, S., Yvart, W., Riche, N., Siebert, X., & Dutoit, T. (2014). "AudioMetro: Directing Search for Sound Designers Through Content-based Cues" [Paper presentation]. Audio Mostly Conference, . doi:10.1145/2636879.2636880
    AudioMetroAudioMostly14.pdf
  • Chang, X., Escobar Juzga, F., & Valderrama, C. (2014). "FPGA-based Heterogeneous Architecture for Sequence Alignment" [Paper presentation]. SBCCI 2014 27 Simposium on Integrated Circuits and Systems Design - SForum, Aracaju, SE, Brazil.
  • Chang, X., Escobar Juzga, F., & Valderrama, C. (2014). "FPGA-based Heterogeneous Architecture for Sequence Alignment" [Paper presentation]. SBCCI 2014 27 Simposium on Integrated Circuits and Systems Design - SForum, Aracaju, SE, Brazil.
  • Alves De Albuquerque, G. L., Carvalho, M. J. M., & Valderrama, C. (2014). "Brazilian Nano-satellite with Reconfigurable SOC GNSS Receiver Tracking capability" [Paper presentation]. International Conference on Field-Programmable Logic and Applications, Munich, Germany.
  • Nedjar, I., Mahmoudi, S., & Chikh, M. A. (2014). "Content-based Medical Images Retrieval". Paper presented at 19th INTERNATIONAL CONFERENCE ON MECHANICS IN MEDICINE AND BIOLOGY (ICMMB- 19), Bologna, Italy.
  • Gillis, N. (2014). "Semidefinite Programming Based Preconditioning for More Robust Near-Separable Nonnegative Matrix Factorization". Paper presented at international Traveling Workshop on Interactions between Sparse models and Technology (iTWIST), Namur, Belgium.
  • Vatavu, R.-D., & Mancas, M. (2014). "Visual Attention Measures for Multi-screen TV" [Paper presentation]. acm international conference on interactive experiences for tv and online video, Newcastle, United Kingdom.
    tvx2014_mm.pdf
  • Soto, A., Lindstrom, E., Dualibe, F., Oliva, A., & Mandolesi, P. (2014). "Design and Simulation of the Control Architecture of a Fully Integrated Single Inductor Multiple Output (SIMO) DC-DC Converter" [Paper presentation]. Escuela Argentina de microelectronica, tecnologia y aplicaciones, EAMTA/CAMTA, Mendoza, Argentina.
  • Ramos, D., Garcia Vazquez, H., Dualibe, F., Khemchandani, S., & Pino, J. (2014). "Low power Wake-up Receivers for WSN at 868 MHz" [Paper presentation]. 8th Argentine Conference on Micro-Nanoelectronics Technology and Applications (CAMTA 2014), Villa María, Argentina.
  • Gurrieri, M., Fortemps, P., & Siebert, X. (2014). "Reduction learning techniques for Label Ranking". Paper presented at 0th Conference of the International Federation of Operational Research Societies, Barcelona, Spain.
  • Gillis, N. (2014). "Semidefinite Programming Based Preconditioning for More Robust Near-Separable Nonnegative Matrix Factorization". Paper presented at Semidefinite Programming Based Preconditioning for More Robust Near-Separable Nonnegative Matrix Factorization, International Symposium on Mathematical Theory of Networks and Systems (MTNS), Netherlands.
  • Luong, P., Christoffersen, C., Rossi, C., & Dualibe, F. (2014). "Sub-1 V, 4 nA CMOS Voltage References with Digitally-Trimmable Temperature Coefficient" [Paper presentation]. IEEE NEW Circuit and Systems Conference, Trois-Rivières, Canada.
  • Grisard, F., Kayalar, C., Alacam, S., Özgün, A., Ipek, Y., & Dupont, S. (2014). "Social Documentary: An interactive and evolutive installation to explore crowd-source media content" [Paper presentation]. 2nd International Workshop on Interactive Content Consumption at TVX 2014 (WSICC2014), Newcastle upon Tyne, United Kingdom.
    wsicc2014_submission_12.pdf
  • Ravet, T., Tilmanne, J., & D'alessandro, N. (2014). "Hidden Markov Model Based Real-Time Motion Recognition and Following" [Paper presentation]. Proceedings of the 2014 International Workshop on Movement and Computing (MOCO'14), Paris, France.
  • Brognaux, S., Picart, B., & Drugman, T. (2014). "Speech synthesis in various communicative situations: Impact of pronunciation variations". Paper presented at Interspeech 2014, Singapore, Singapore.
    interspeech2014_sbbptd.pdf
  • Gillis, N. (2014). "The Why and How of Nonnegative Matrix Factorization". Paper presented at Belgian-Dutch Conference on Machine Learning (BENELEARN), Bruxelles, Belgium.
    benelearn2014_submission_1b.pdf
  • Yvart, W., Dutoit, T., & Dupont, S. (2014). "Une approche info-communicationnelle des librairies musicales en ligne" [Paper presentation]. Proc. SFSIC'14. XIXe congrès SFSIC, Toulon, France.
  • Leroy, J., Riche, N., Mancas, M., Gosselin, B., & Dutoit, T. (2014). "SuperRare: an Object-oriented Saliency Algorithm Based on Superpixels Rarity" [Paper presentation]. IEEE International Conference on Robotics and Automation (ICRA 2014), Hong Kong, China.
    paper.pdf
  • Cakmak, H., Urbain, J., Tilmanne, J., & Dutoit, T. (2014). "The AV-LASYN Database : A synchronous corpus of audio and 3D facial marker data for audio-visual laughter synthesis". Paper presented at LREC 2014, Reykjavik, Iceland.
  • Nedjar, I., Mahmoudi, S., & Chikh, M. A. (2014). "Annotation and retrieval approaches for medical images". Paper presented at 4th Doctoral day JD-GBM'2014, Tlemcen , Algeria.
  • Mahmoudi, S., & Manneback, P. (2014). "Tutoriel : Traitement Temps Réel d'Images et de Vidéos de Haute Définition sur GPU Multiples". Paper presented at ComPas'2014. Conférence en Parallélisme, Architecture et Système, Neuchâtel, Switzerland.
    Tutoriel Sidi Ahmed Mahmoudi ComPAS2014.pdf
  • Lazouni, M. A., Settouti, N., Daho, M. E. H., Mahmoudi, S., & Chikh, M. A. (2014). "Automatic Detection Of Difficult Tracheal Intubation". Paper presented at The 4th International Conference on Multimedia Computing and Systems (ICMCS'14), Marrakech, Morocco.
  • Mahmoudi, S., & Manneback, P. (2014). "MultiGPU based Event Detection and Localization using High Definition Videos". Paper presented at The 4th International Conference on Multimedia Computing and Systems (ICMCS'14), Marrakech, Morocco.
  • Tilmanne, J., D'alessandro, N., Ravet, T., Astrinaki, M., & Moinet, A. (2014). "Full-Body Gait Reconstruction Using Covariance-Based Mapping Within a Realtime HMM-based Framework" [Paper presentation]. The 50th annual convention of the AISB, Goldsmiths, University of London, London, United Kingdom.
    aisb50_gait_jtndatrmaam.pdf
  • Mousseau, V., Sobrie, O., & Pirlot, M. (2014). "Learning Ordinal Sorting Models from Large Learning Sets: A Multicriteria Decision Aid Perspective" [Paper presentation]. Dagstuhl Seminar 14101 on Preference Learning, Schloss Dagstuhl, Germany.
  • Frisson, C., Rocca, F., Dupont, S., Dutoit, T., Grobet, D., Giot, R., El Brouzi, M., Bouaziz, S., Yvart, W., & Leleu-Merviel, S. (2014). "Tangible Needle, Digital Haystack: Tangible Interfaces for Reusing Media Content Organized by Similarity" [Paper presentation]. Tangible and Embedded Interaction, . doi:10.1145/2540930.2540983
    TangibleHaystackSubmissionACM-TEI-2014.pdf
  • Gurrieri, M., Fortemps, P., & Siebert, X. (2014). "Alternative Decomposition Techniques for Label Ranking". Paper presented at 28th Conference on Quantitative Methods for Decision Making-ORBEL 2014, Mons , Belgium.
  • Siebert, X. (2014). "MediaCycle : A tool for interactive browsing of multimedia libraries". Paper presented at 28th Conference on Quantitative Methods for Decision Making-ORBEL 2014, Mons , Belgium.
  • Tilmanne, J., D'alessandro, N., Astrinaki, M., & Ravet, T. (2014). "Exploration of a Stylistic Motion Space Through Realtime Synthesis" [Paper presentation]. 9th International Conference on Computer Vision Theory and Applications (VISAPP2014), Lisbon, Unknown/unspecified.
  • Tadrist, N., & Debauche, O. (2014). "La modélisation à l'aide du modèle SWAT des flux hydriques et du transport en suspension sur le bassin versant de la vallée de l'oued EL-Hachem". Paper presented at Meeting international «Gestion des Ressources et Application Biotechnologiques en Aridoculture et cultures Oasiennes : Perspectives pour un Développement Durable des Zones Arides », Djerba, Tunisia.
    Présentation de communication_nassima_djerba-02.pdfNassima_article_Djerba.pdf
  • Dimitropoulos, K., Manitsaris, S., Tsalakanidou, F., Nikolopoulos, S., Denby, B., Al Kork, S., Crevier-Buchman, L., Pillot-Loiseau, C., Adda-Decker, M., Dupont, S., Tilmanne, J., Ott, M., Alivizatou, M., Yilmaz, E., Hadjileontiadis, L., Charisis, V., Deroo, O., Manitsaris, A., Kompatsiaris, I., & Grammalidis, N. (2014). "Capturing the Intangible: An Introduction to the i-Treasures Project" [Paper presentation]. International Conference on Computer Vision Theory and Applications, .
    i-treasures_paper_camera_ready_oa.pdf

Scientific congresses and symposiums/Poster

  • Florentin, J., Fauville, B., Moiny, F., Dutoit, T., Rasmont, P., Gerard, M., Kouroussis, G., & Verlinden, O. (12 December 2014). "Wildlife acoustic indicators and a soundscape study in Chevetogne, Belgium" [Poster presentation]. Zoology 2014, the 21st Benelux Congress of Zoology, Liège, Belgium.
    abstract.pdf
  • Grisard, F., Kayalar, C., Alaçam, S., Balaban, O., Ipek, Y., & Dupont, S. (24 June 2014). "Social Documentary: An interactive and evolutive installation to explore crowd-sourced media content" [Poster presentation]. 2nd International Workshop on Interactive Content Consumption at TVX 2014 (WSICC2014), Brussels, Belgium.
  • Tadrist, N., Debauche, O., Degré, A., & Xanthoulis, D. (12 May 2014). "Modeling using the SWAT model of water flow and transport in suspension in the watershed of the valley of Wadi El-Hachem". Poster session presented at The Third International Conference on Water Resources and Environmental Management (ICWRE-2014), Antalya, Turkey.
    Tadrist_Abstract2.pdf

Reports/Internal report

  • Dupont, S., Urbain, J., Pelachaud, C., André, E., Wagner, J., Volpe, G., Mancini, M., Berthouze, N., Griffin, H., Curran, W., McKeown, G., Ruch, W., Hofmann, J., Platt, T., Pietquin, O., Piot, B., & Bantegnie, E. (2014). "FP7 ILHAIRE Periodic Report Year 3 - Project Objectives, Work Progress and Achievements".
  • Dupont, S. (2014). "FP7 ILHAIRE Periodic Report Year 3 - Publishable Summary (Project Nbr. 270780)".
  • Lefebvre, D., Thunissen, M., Vandem Bemden, G., Dontaine, E., Rochette, A., Rodriguez, S., Giot, R., Frisson, C., Dupont, S., & Dutoit, T. (2014). "Rapport Technique et Scientifique Année Projet RW GREENTIC SonixTrip (1317970) : Solution End-to-End intégrée (de l'authoring à la liseuse) de création de versions numériques interactives et sonorisées de bandes dessinées".
    SonixTrip - Rapport technique et scientifique - 1317970 - Greentic - Ann‚e '1 - All.pdf
  • Chantas, G., Nikolopoulos, S., Kompatsiaris, I., Karavarsamis, S., Adda-Decker, M., Yilmaz, E., Manitsaris, A., Kourvoulis, G., Glushkova, A., Grammalidis, N., Volioti, C., Dimitropoulos, K., Tilmanne, J., Dagnino, F., Pozzi, F., Crevier Buchman, L., Manitsaris, S., & Khodor al Kork, S. (2014). "First Version of Multimodal Analysis, Fusion and Semantic Media Interpretation".
  • Dupont, S., Urbain, J., Pelachaud, C., André, E., Wagner, J., Volpe, G., Mancini, M., Berthouze, N., Griffin, H., Curran, W., McKeown, G., Ruch, W., Hofmann, J., Platt, T., Pietquin, O., Piot, B., & Bantegnie, E. (2014). "FP7 ILHAIRE Periodic Report Year 3 - Project Management and Use of Resources".
  • Urbain, J., Dupont, S., Pelachaud, C., & McKeown, G. (2014). "Laughter Similarity Browsing - FP7 ILHAIRE Deliverable 1.5".
  • Nixon, L., Baltussen, L. B., Grisard, F., Dupont, S., & Patz, N. (2014). "Scenario Demonstrators - FP7 LinkedTV Deliverable 6.2".
  • Giangreco, G., Rossetto, L., Schuldt, H., Sezgin, M., Sahillioglu, Y., Dupont, S., & Seddati, O. (2014). "Initial Requirements and System Specification - IMOTION Deliverable 1.1".
  • Denby, B., Al Kork, S., Hakoun, A., Xu, K., Roussel, P., Stone, M., Manitsaris, A., Kourvoulis, G., Katos, A., Glushkova, A., Gatziaki, V., Volioti, C., Grammalidis, N., Dimitropoulos, K., Tsalakanidou, F., Kitsikidis, A., Adda-Decker, M., Crevier-Buchman, L., Pillot-Loiseau, C., ... Manitsaris, S. (2014). "First Report on ICH Capture and Analysis - FP7 i-Treasures Deliverable 3.1".
  • Denby, B., Al Kork, S., Hakoun, A., Xu, K., Roussel, P., Stone, M., Manitsaris, A., Kourvoulis, G., Katos, A., Glushkova, A., Gatziaki, V., Volioti, C., Grammalidis, N., Dimitropoulos, K., Tsalakanidou, F., Kitsikidis, A., Adda-Decker, M., Crevier-Buchman, L., Pillot-Loiseau, C., ... Manitsaris, S. (2014). "First Version of ICH Capture and Analysis Modules - FP7 i-Treasures Deliverable 3.2".
  • Charisis, V., Hadjidimitriou, S., Hadjileontiadis, L., Grammalidis, N., Dimitropoulos, K., Tsalakanidou, F., Kitsikidis, A., Chantas, G., Nikolopoulos, S., Kompatsiaris, I., Cotescu, M., Manitsaris, A., Kourvoulis, G., Katos, A., Katsouli, E., Glushkova, A., Volioti, C., Pozzi, F., Crevier-Buchman, L., & Picart, B. (2014). "Assessment Plan - FP7 i-Treasures Deliverable 7.1".
  • Pozzi, F., Ceregni, A., Dagnino, F., Ott, M., Tavella, M., Adda-Decker, M., Crevier-Buchman, L., Dias, M., Dimitropoulos, K., Glushkova, A., Grammalidis, N., Hadjileontiadis, L., Kourvoulis, G., Manitsaris, A., Pillot-Loiseau, C., Tilmanne, J., & Tsekouropoulou, V. (2014). "Report on analysis of educational scenarios".
  • Mancas, M., Rocca, F., Grisard, F., Tsatsou, D., Kliegr, T., Kuchar, J., & Stein, D. (2014). "Contextualisation solution and implementation: Deliverable D4.6 FP7 project LinkedTV".
  • Mancas, M. (2014). "Rapport semestre 3 Projet Predattor".
  • Mancas, M. (2014). "Rapport année 2 Projet Predattor".

Dissertations and theses/Doctoral thesis

  • Urbain, J. (2014). "Acoustic Laughter Processing" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/41612
    Phd_JeromeUrbain_printed.pdf

Learning materials/Course notes

  • Dualibe, F., & Oliva, A. (2014). "Power Management Integrated Circuit Desing".

Diverse speeches and writings/Article for a general audience

  • Widart, C., & Moinet, A. (2014). Enfin du son sur des images de foot au ralenti : L'UMons travaille sur un système inédit. "La Province".

Diverse speeches and writings/Other

  • Paquet, C., & Moinet, A. (2014). "UMons: les images sportives bientôt agrémentées de ralentis sonores".
  • Paquet, C., & Moinet, A. (2014). "UMons: les images sportives bientôt agrémentées de ralentis sonores".

2013

Parts of books/Contribution to collective works

  • Urbain, J., Niewiadomski, R., Mancini, M., Griffin, H., Cakmak, H., Ach, L., & Volpe, G. (2013). Multimodal Analysis of Laughter for an Interactive System. In "Intelligent Technologies for Interactive Entertainment" (pp. 183-192). Springer.
  • Leroy, J., Rocca, F., Mancas, M., & Gosselin, B. (2013). 3D Head Pose Estimation for TV Setups. In "Intelligent Technologies for Interactive Entertainment". Springer.
    3D Head Pose Estimation for TV setups.pdf
  • D'alessandro, N., Astrinaki, M., & Dutoit, T. (2013). MAGEFACE : Performative Convension of Facial Characteristics into Speech Synthesis Parameters. In M. Mancas, T. Dutoit, N. D'alessandro, X. Siebert, B. Gosselin, C. Valderrama, M. Mancas (Ed.), T. Dutoit (Ed.), N. D'alessandro (Ed.), X. Siebert (Ed.), B. Gosselin (Ed.), ... C. Valderrama (Ed.), "Intelligent Technologies for Interactive Entertainment" (pp. 179-182).
    chp%3A10.1007%2F978-3-319-03892-6_21.pdf
  • Tilmanne, J., & Dutoit, T. (2013). Styl­is­tic walk syn­the­sis based on Fourier decom­po­si­tion. In "Intelligent Technologies for Interactive Entertainment" (pp. 71-79). Springer.
  • Leroy, J., Rocca, F., Mancas, M., Ben Madhkour, R., Grisard, F., Kliegr, T., Kuchar, J., Vit, J., Pirner, I., & Zimmermann, P. (2013). KINterestTV-Towards Non-invasive Measure of User Interest While Watching TV. In "Innovative and Creative Developments in Multimodal Interaction Systems". Springer.
    kinteresttv.pdf
  • Fortounis, G., Chessini Bose, R., Harb, N., Jojczyk, L., Da Cunha Possa, P., & Valderrama, C. (2013). Multi-Core Embedded Systems. In "Encyclopedia of Embedded Computing Systems" (pp. 350). IGI Global. doi:10.4018/978-1-4666-3922-5
  • Mahmoudi, S., & Benjelloun, M. (2013). Using Global Shape Descriptors for Content Medical Based Image Retrieval. In "Handbook of Research on ICTs and Management Systems for Improving Efficiency in Healthcare and Social Care". IGI Global.
  • CULIBRK, D., Mancas, M., & CRNOJEVIC, V. (2013). Dynamic Texture Recognition Based on Compression Artifacts. In "Towards Advanced Data Analysis by Combining Soft Computing and Statistics Studies in Fuzziness and Soft Computing". Editions Springer.
    cost_book_texture_dcmmvc.pdf
  • Vatavu, R.-D., & Mancas, M. (2013). Interactive TV Potpourris: An Overview of Designing Multi-screen TV Installations for Home Entertainment. In "Intelligent Technologies for Interactive Entertainment". Springer.
  • Ben Madhkour, R., Burczykowski, L., Mancas, M., & Gosselin, B. (2013). Image Surround: Automatic Projector Calibration for Indoor Adaptive Projection. In "Intelligent Technologies for Interactive Entertainment" (pp. 156-162). Springer.

Scientific journals/Article

  • Sabbe, A., Wilquin, H., & Debailleux, L. (2013). 3DMONS-Parametric 3D modeling of the city of Mons. "Quarterly Progress Scientific Report of the Numediart Research Program".
  • Lazouni, M. A., Chikh, M. A., & Mahmoudi, S. (02 December 2013). A New Computer Aided Diagnosis System for Pre-Anesthesia Consultation. "Journal of Medical Imaging and Health Informatics, 3" (4), 471-479.
  • Lazouni, M. A., Daho, M. E. H., Settouti, N., Chikh, M. A., & Mahmoudi, S. (01 December 2013). Machine Learning Tool for Automatic ASA Detection. "Studies in Computational Intelligence, SCI 488", 9-16.
  • Reboursière, L., & Dupont, S. (30 November 2013). EGT: Enriched Guitar Transcription. "Lecture Notes in Computer Science, 124", 163-168.
    10.1007-978-3-319-03892-6-EGT.pdf
  • Frisson, C., Keyaerts, G., Grisard, F., Dupont, S., Ravet, T., Zajega, F., Colmenares Guerra, L., Todoroff, T., & Dutoit, T. (30 November 2013). MashtaCycle: On-Stage Improvised Audio Collage by Content-Based Similarity and Gesture Recognition. "Lecture Notes in Computer Science, 124", 114-123.
    10.1007-978-3-319-03892-6-Mashta.pdf
  • Picart, B., Drugman, T., & Dutoit, T. (17 October 2013). HMM-based speech synthesis with various degrees of articulation: A perceptual study. "Neurocomputing, Volume 132", 142 - 147. doi:10.1016/j.neucom.2012.10.040
    neurocomputing_nolisp11_bptdtd.pdf
  • Drugman, T., Urbain, J., Bauwens, N., Chessini Bose, R., Valderrama, C., Lebecque, P., & Dutoit, T. (09 September 2013). Objective Study of Sensor Relevance for Automatic Cough Detection. "IEEE Transactions on Information Technology in Biomedicine, 17" (3), 699-707.
  • Riche, N., Mancas, M., Duvinage, M., Mibulumukini, M., Gosselin, B., & Dutoit, T. (2013). RARE2012: A multi-scale rarity-based saliency detection with its comparative statistical analysis. "Signal Processing: Image Communication".
    rare2012.pdf
  • Naoui, M., Belalem, G., & Mahmoudi, S. (01 September 2013). A Reflexion on Implementation Version for Active Appearance Model. "International Journal of Computer Vision and Image Processing, 3" (Issue 3), 16-30. doi:10.4018/ijcvip.2013070102
  • Gillis, N. (06 August 2013). Robustness Analysis of Hottopixx, a Linear Programming Model for Factoring Nonnegative Matrices. "SIAM Journal on Matrix Analysis and Applications, 34" (3), 1189-1212.
    10 Robustness Analysis of Hottopixx - a linear programming model for factoring nonnegative matrices.pdf
  • D'alessandro, N., Tilmanne, J., Astrinaki, M., Hueber, T., Dall, R., Ravet, T., Moinet, A., Cakmak, H., Babacan, O., Barbulescu, A., Parfait, V., Huguenin, V., Kalayci, E., & Hu, Q. (2013). Reactive Statistical Mapping: Towards the Sketching of Performative Control with Data. "IFIP Advances in Information and Communication Technology".
    enterface13.pdf
  • Escobar Juzga, F., Chang, X., Ibala, C., & Valderrama, C. (04 July 2013). Accuracy Study of a Real-Time Hybrid Sound Source Localization Algorithm. "Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, 124", 146-155.
  • Escobar Juzga, F., Chang, X., IBALA, C., & Valderrama, C. (03 July 2013). Accuracy study of a real-time hybrid sound source localization algorithm. "Lecture Notes in Computer Science, 124" (2013), 146-155. doi:10.1007/978-3-319-03892-6_17
  • Mahmoudi, S., Kierzynka, M., & Manneback, P. (02 July 2013). Real-Time GPU-Based Motion Detection and Tracking Using Full HD Videos. "Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, 124", 12-21.
    Intetain2013.pdf
  • Mahmoudi, S., & Benjelloun, M. (27 June 2013). Medical images annotation and retrieval. "International Journal of Computer Assisted Radiology and Surgery, 8", 75-S78.
  • Urbain, J., Cakmak, H., & Dutoit, T. (2013). Evaluation of HMM-Based laughter synthesis. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings".
    ICASSP2013_0007835.pdf
  • Picart, B., Drugman, T., & Dutoit, T. (29 April 2013). Analysis and HMM-based synthesis of hypo and hyperarticulated speech. "Computer Speech and Language, Volume 28" (Issue 2), 687 - 707. doi:10.1016/j.csl.2013.04.008
    csl_hypohyper_bptdtd.pdf
  • Zajega, F., picard-limpens, C., René, J., Puleo, A., Decuypere, J., Frisson, C., Ravet, T., & Mancas, M. (02 February 2013). Medianeum: Gesture-Based Ergonomic Interaction. "Lecture Notes in Computer Science, 124", 96-103.
    medianeum.pdf
  • Frisson, C., Dupont, S., Moinet, A., Picard, C., Ravet, T., Dutoit, T., & Siebert, X. (07 January 2013). VideoCycle: User-Friendly Navigation by Similarity in Video Databases. "Lecture Notes in Computer Science, 7733", 550-553.
    mmmvbs2013_cfsdamcpltrxstd_videocycle.pdf

Scientific congresses and symposiums/Unpublished conference/Abstract

  • Valderrama, C. (15 November 2013). "Evolution of Multicore Architectures: design strategies, languages and tools" [Paper presentation]. ICTP (International Center of Theoretical Physics) - IAEA (International Atomic Energy Agency) International Training Workshop on FPGA Design for Scientific Instrumentation and Computing, Trieste, Italy.
  • Valderrama, C. (14 October 2013). "Design Requirements for Multicore Reconfigurable Platforms" [Paper presentation]. PSP-FPGA Symposium, The future of architectural design for embedded platforms, Congrescentrum Het Pand, Onderbergen 1, 9000 Gent, Belgium.
    2013.10.14 PSP FPGA Symposium Gent 0.1.pdf
  • Frisson, C., & Schayes, E. (10 October 2013). "LavaAMP". Paper presented at ACM Symposium on User Interface Software and Technology (UIST), Student Innovation Contest (SIC), St Andrews, United Kingdom.
    LavaAMP.mov
  • Urbain, J. (04 September 2013). "Automatic Phonetic Transcription of Laughter and its Application to Laughter Synthesis". Paper presented at Fifth biannual Humaine Association Conference on Affective Computing and Intelligent Interaction, Genève, Switzerland.
  • Dualibe, F. (15 August 2013). "An introduction to CMOS Data converters: The 2014 Argentinean School of Microelectronics, Technologies and Applications" [Paper presentation]. The 8th Argentinean School of Microelectronics, Technologies and Applications, Universidad Tecnologica Nacional, Buenos Aires, Argentina.
  • Urbain, J. (23 July 2013). "An overview of automatic acoustic laughter processing". Paper presented at 13th International Summer School and Symposium on Humour and Laughter: Theory, Research and Applications, Magdeburg, Germany.
  • Mahmoudi, S., & Manneback, P. (15 April 2013). "Optical flow based motion tracking on multiple GPUs". Paper presented at 4th st Workshop of COST 0805 action. Open Network for High-Performance Computing on Complex Environments, Madrid, Spain.
  • Khelifa, F., Habibi, Y., Leclère, P., & Dubois, P. (11 April 2013). "Properties of cellulosic nanowhiskers embedded in an acrylic based copolylmer : from bulk to ultrathin films" [Paper presentation]. 245th National Spring Meeting of the American-Chemical-Society (ACS), New Orleans, United States - Louisiana.
  • Habibi, Y., Aouadi, S., Raquez, J. M., & Dubois, P. (07 April 2013). "Polylactide (PLA) stereocomplexed particles and their use in all-PLA composites". Paper presented at 245th National Spring Meeting of the American-Chemical-Society (ACS), New Orleans, United States - Louisiana.
  • Mahmoudi, S. (14 March 2013). "Pour une meilleure exploitation des architectures Multi-CPU/Multi-GPU Application au traitement d'objets multimédias". Paper presented at Formations CISM/CÉCI, Université de Louvain La Neuve, UCL, Belgium.
    Pour une meilleure exploitation des architectures parallèles et hétérogènes ' Application au traitement d'objets multimédias'.pdf

Scientific congresses and symposiums/Paper published in a book

  • Mancas, M., Dutoit, T., D'alessandro, N., Siebert, X., Gosselin, B., & Valderrama, C. (2013). "Intelligent Technologies for Interactive Entertainment: 5th International ICST Conference, INTETAIN 2013" [Paper presentation]. 5th International ICST Conference, INTETAIN 2013, Mons, Belgium.
    intetain_2103.pdf

Scientific congresses and symposiums/Paper published in a journal

  • Daoudi, A., Mahmoudi, S., & Chikh, M. A. (2013). "Active shape model for the semi-automatic segmentation of the right ventricle". Paper presented at INTERNATIONAL CONFERENCE ON SIGNAL, IMAGE, VISION AND THEIR APPLICATIONS (SIVA'13), Guelma , Algeria.
  • Nedjar, I., Mahmoudi, S., & Chikh, M. A. (2013). "Content-based medical images classification". Paper presented at INTERNATIONAL CONFERENCE ON SIGNAL, IMAGE, VISION AND THEIR APPLICATIONS (SIVA'13), Guelma , Algeria.
  • Seriari, M., Chikh, M. A., & Mahmoudi, S. (2013). "Breast cancer diagnosis in digital mammogram using curvelet transform and GLCM features". Paper presented at INTERNATIONAL CONFERENCE ON SIGNAL, IMAGE, VISION AND THEIR APPLICATIONS (SIVA'13), Guelma , Algeria.
  • Dupont, S., & Ravet, T. (2013). "Improved Audio Classification using a Novel Non-Linear Dimensionality Reduction Ensemble Approach" [Paper presentation]. 14th International Society for Music Information Retrieval Conference, ISMIR, Curitiba, Brazil.
    10.1.1.458.6852.pdf
  • Mahmoudi, S., & Manneback, P. (2013). "Real time Multi-GPU-based Event Detection in High Definition Videos". Paper presented at The 5th International Conference on Electronics Engineering, Oran, Algeria.
  • Frisson, C., Schayes, E., Uyttenhove, S., Dupont, S., Giot, R., & Dutoit, T. (2013). "Designing artfully-mediated interactive surfaces organizing media collections" [Paper presentation]. ACM Interactive Tabletops and Surfaces (ITS), Workshop: Collaboration meets Interactive Surfaces: Walls, Tables, Tablets and Phones, St Andrews, United Kingdom.
    CmIS_paper28.pdf
  • Amaral, V., Cicchetti, A., & Deshayes, R. (2013). "A Multiparadigm Approach to Integrate Gestures and Sound in the Modeling Framework". Paper presented at 7th International Workshop on Multi-Paradigm Modeling (MPM'13), Miami, United States - Florida.
  • Leroy, J., Rocca, F., & Gosselin, B. (2013). "Proxemics Measurement During Social Anxiety Disorder Therapy Using a RGBD Sensors Network" [Paper presentation]. MICCAI 2013 workshop on Bio-Imaging and Visualization for Patient-Customized Simulations, Nagoya, Japan.
    Proxemics Measurement During Social Anxiety Disorder Therapy Using a RGBD Sensors Network.pdf
  • Deshayes, R. (2013). "A Domain-Specific Modeling Approach for Gestural Interaction". Paper presented at IEEE Symposium on Visual Languages and Human-Centric Computing, San Jose, United States - California.
  • Deshayes, R., Mens, T., & Palanque, P. (2013). "A Generic Framework for Executable Gestural Interaction Models". Paper presented at IEEE Symposium on Visual Languages and Human-Centric Computing, San Jose, United States - California.
    vlhcc2013-shortpaper.pdf
  • Mibulumukini, M., Riche, N., Mancas, M., Gosselin, B., & Dutoit, T. (2013). "BIOLOGICALLY PLAUSIBLE CONTEXT RECOGNITION ALGORITHMS" [Paper presentation]. ICIP 2013, Melbourne, Australia.
    ICIP13_CONTEXT_CMM2.pdf
  • Decombas, M., Riche, N., Dufaux, F., Pesquet-Popescu, B., Mancas, M., Gosselin, B., & Dutoit, T. (2013). "Spatio-Temporal Saliency Based on Rare Model" [Paper presentation]. ICIP 2013, Melbourne, Australia.
    icip2013_saliency_nrmmbgtd.pdf
  • Babacan, O., Drugman, T., D'alessandro, N., Henrich, N., & Dutoit, T. (2013). "A Quantitative Comparison of Glottal Closure Instant Estimation Algorithms on a Large Variety of Singing Sounds". Paper presented at Interspeech, Lyon, France.
  • Riche, N., Duvinage, M., Mancas, M., Gosselin, B., & Dutoit, T. (2013). "Saliency and Human Fixations: State-of-the-art and Study of Comparison Metrics" [Paper presentation]. international Computer Vision, Sydney, Australia.
    iccv2013_nrmdmmbgtd.pdf
  • Urbain, J., Cakmak, H., & Dutoit, T. (2013). "Automatic Phonetic Transcription of Laughter and its Application to Laughter Synthesis". Paper presented at Fifth biannual Humaine Association Conference on Affective Computing and Intelligent Interaction, Genève, Switzerland.
    ACII2013_Urbain.pdf
  • Moinet, A., Dutoit, T., & Latour, P. (2013). "Audio Time-Scaling for Slow Motion Sports Videos". Paper presented at 16th International Conference on Digital Audio Effects (DAFx-13), Maynooth, Ireland.
    dafx2013_slowdio.pdf
  • Astrinaki, M., Moinet, A., D'alessandro, N., & Dutoit, T. (2013). "Pure Data External for Reactive HMM-based Speech and Singing Synthesis". Paper presented at 16th International Conference on Digital Audio Effects (DAFx-13), Maynooth, Ireland.
    dafx2013_mage.pdf
  • Astrinaki, M., Moinet, A., Junichi, Y., Richmond, K., Ling, Z.-H., King, S., & Dutoit, T. (2013). "MAGE - Reactive articulatory feature control of HMM-based parametric speech synthesis". Paper presented at 8th Speech Synthesis Workshop (SSW8), Barcelona, Spain.
    ssw8_mage_maamtd.pdf
  • Riche, N., Duvinage, M., Mancas, M., Gosselin, B., & Dutoit, T. (2013). "A study of parameters affecting visual saliency assessment" [Paper presentation]. 6th International Symposium on Attention in Cognitive Systems, Beijing, China.
    isacs2013_nrmdmmbgtd.pdf
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