2025
Périodiques scientifiques/Article
- Ragonnet, R., Hughes, A. E., Shipman, D. S., Meehan, M. T., Henderson, A. S., BRIFFOTEAUX, G., Melab, N., Tuyttens, D., McBryde, E. S., & Trauer, J. M. (January 2025). Estimating the impact of school closures on the COVID-19 dynamics in 74 countries: A modelling analysis. "PLoS Medicine, 22" (1), 1004512. doi:10.1371/journal.pmed.1004512
journal.pmed.1004512.pdf 
Colloques et congrès scientifiques/Communication publiée dans un ouvrage
- Rouzé, J., Melab, N., & Tuyttens, D. (2025). A Parallel Genetic Algorithm for Qubit Mapping on Noisy Intermediate-Scale Quantum Machines. In B. Dorronsoro (Ed.), "Optimization and Learning - 7th International Conference, OLA 2024, Revised Selected Papers B. Dorronsoro et al. (Eds.): OLA 2024, CCIS 2311, pp. 305–320, 2025". Springer Science and Business Media Deutschland GmbH. doi:10.1007/978-3-031-77941-1_24
Rouze_et_al_OLA_2024.pdf
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Kolomvakis, C., Vandaele, A., & Gillis, N. (2025). Boolean Matrix Tri-Factorization. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings". doi:10.1109/icassp49660.2025.10889808
41 Boolean matrix tri-factorization - ICASSP 25.pdf
2024
Périodiques scientifiques/Article
- Abdolali, M., Barbarino, G., & Gillis, N. (10 December 2024). Dual Simplex Volume Maximization for Simplex-Structured Matrix Factorization. "SIAM Journal on Imaging Sciences, 17" (4), 2362-2391. doi:10.1137/24M1650600
86 Dual Simplex Volume Maximization for Simplex-Structured Matrix Factorization.pdf - Belahcène, K., Mousseau, V., Ouerdane, W., Pirlot, M., & Sobrie, O. (December 2024). A guided tour of multiple criteria sorting models and methods. "Annals of Operations Research, 343" (2), 785 - 845. doi:10.1007/s10479-024-06278-w
SurveySortingANOR2024.pdf - Daglayan, H., Vary, S., Absil, O., Christiaens, V., Gillis, N., Jacques, L., Leplat, V., & Absil, P.-A. (13 November 2024). An alternating minimization algorithm with trajectory for direct exoplanet detection. The AMAT algorithm. "Astronomy and Astrophysics, 692", 126. doi:10.1051/0004-6361/202451242
88 An Alternating Minimization Algorithm with Trajectory for Direct Exoplanet Detection -- The AMAT Algorithm.pdf - Gobert, M., Briffoteaux, G., Gmys, J., Melab, N., & Tuyttens, D. (November 2024). Observations in applying Bayesian versus evolutionary approaches and their hybrids in parallel time-constrained optimization. "Engineering Applications of Artificial Intelligence, 137", 109075. doi:10.1016/j.engappai.2024.109075
MGobert_EAAI.pdf - Vanderplaetse, B., Dupont, S., & Siebert, X. (2024). Influence of image encoders and image features transformations in emergent communication. "European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN)", 685-690. doi:10.14428/esann/2024.es2024-127
ES2024-127.pdf - Esposito, F., Atif, S. M., & Gillis, N. (September 2024). Accelerated SVD-based initialization for nonnegative matrix factorization. "Computational and Applied Mathematics, 43" (6). doi:10.1007/s40314-024-02905-1
87 Accelerated SVD-based initialization for nonnegative matrix factorization.pdf - Gillis, N., & Van Dooren, P. (12 August 2024). Assigning Stationary Distributions to Sparse Stochastic Matrices. "SIAM Journal on Matrix Analysis and Applications, 45" (4), 2184-2210. doi:10.1137/23M1627328
85 Assigning Stationary Distributions to Sparse Stochastic Matrices.pdf - Gillis, N., & Luce, R. (18 July 2024). Checking the Sufficiently Scattered Condition using a Global Non-Convex Optimization Software. "IEEE Signal Processing Letters, 31", 1610-1614. doi:10.1109/LSP.2024.3411521
84 Checking the SSC with a MIP solver.pdf - Ducobu, F., Kugalur-Palanisamy, N., Briffoteaux, G., Gobert, M., Tuyttens, D., Arrazola, P.-J., & Rivière, E. (16 April 2024). Identification of the Constitutive and Friction Models Parameters via a Multi-Objective Surrogate-Assisted Algorithm for the Modeling of Machining—Application to Arbitrary Lagrangian Eulerian Orthogonal Cutting of Ti6Al4V. "Journal of Manufacturing Science and Engineering, 146" (6). doi:10.1115/1.4065223
Duco2024V_JMSE.pdf - Barbarino, G., & Cicone, A. (April 2024). Stabilization and variations to the adaptive local iterative filtering algorithm: the fast resampled iterative filtering method. "Numerische Mathematik, 156" (2), 395 - 433. doi:10.1007/s00211-024-01394-y
Stabilization and variations to the adaptive local iterative filtering algorithm the fast resampled iterative filtering method.pdf - Leplat, V., Le Thi Khanh Hien, Onwunta, A., & Gillis, N. (01 April 2024). Deep Nonnegative Matrix Factorization with Beta Divergences. "Neural Computation, 36" (11), 2365-2402. doi:10.1162/neco_a_01679
83 Deep Nonnegative Matrix Factorization with Beta Divergences.pdf - Choudhary, N., Gillis, N., & Sharma, P. (07 February 2024). Characterizing matrices with eigenvalues in an LMI region: A dissipative-Hamiltonian approach. "Linear and Multilinear Algebra, 72" (17), 2984-2999. doi:10.1080/03081087.2024.2304144
82 Characterizing matrices with eigenvalues in an LMI region - A dissipative-Hamiltonian approach.pdf - Briffoteaux, G., Melab, N., Mezmaz, M., & Tuyttens, D. (2024). Investigating surrogate-based hybrid acquisition processes. Application to Covid-19 contact mitigation. "Applied Soft Computing, 151", 111134. doi:10.1016/j.asoc.2023.111134
ASC2024.pdf - Weiss, S., Proudler, I. K., Barbarino, G., Pestana, J., & McWhirter, J. G. (2024). On Properties and Structure of the Analytic Singular Value Decomposition. "IEEE Transactions on Signal Processing, 72", 2260 - 2275. doi:10.1109/TSP.2024.3387726
On_Properties_and_Structure_of_the_Analytic_Singular_Value_Decomposition.pdf - Barbarino, G., Cavassi, R., & Cicone, A. (2024). Extension and convergence analysis of Iterative Filtering to spherical data. "Linear Algebra and its Applications". doi:10.1016/j.laa.2024.06.002
Extension and convergence analysis of Iterative.pdf - Barbarino, G. (2024). On the periodicity of singular vectors and the holomorphic block-circulant SVD on the unit circumference. "Linear Algebra and its Applications". doi:10.1016/j.laa.2024.03.027
On the periodicity of singular vectors and the holomorphic block-circulant SVD on the unit circumference.pdf
Ouvrages/Ouvrage publié en tant qu’auteur, traducteur, etc.
- Gillis, N., & Sharma, P. (2024). "Recent Stability Issues for Linear Dynamical Systems". Springer. doi:10.1007/978-3-031-71326-2_1
matrixnearness.pdf
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Pirlot, M., Kerboui, R., & Abbas, M. (05 June 2024). "Ranking Alternatives Based on the Dominance Degree. an Investigation of Rank Reversal" [Paper presentation]. The 27th international conference on Multiple Criteria Decision Making, Hammamet, Tunisia.
RankingDominanceDegree.pdf
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Dache, A., Vandaele, A., & Gillis, N. (2024). Orthogonal Symmetric Nonnegative Matrix Tri-Factorization. "IEEE International Workshop on Machine Learning for Signal Processing". doi:10.1109/MLSP58920.2024.10734715
40 Orthogonal Symmetric Nonnegative Matrix Tri-Factorization - MLSP 2024.pdf - Lefebvre, J., Vandaele, A., & Gillis, N. (2024). Component-wise Squared Factorization. "IEEE International Workshop on Machine Learning for Signal Processing". doi:10.1109/MLSP58920.2024.10734803
39 Component-wise squared Factorization MSLP 2024.pdf - Awari, A. A., Nguyen, H., Wertz, S., Vandaele, A., & Gillis, N. (2024). Coordinate Descent Algorithm for Nonlinear Matrix Decomposition with the ReLU function. "European Signal Processing Conference".
38 Coordinate Descent Algorithm for Nonlinear Matrix Decomposition with the ReLU function - EUSIPCO 2024.pdf - Vu thanh, O., & Gillis, N. (2024). Minimum-Volume Nonnegative Matrix Completion. "European Signal Processing Conference".
37 Nonnegative Matrix Completion with Minimum Volume - EUSIPCO 2024.pdf
Colloques et congrès scientifiques/Communication publiée sur un site web
- 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
Mémoires et thèses/Thèse de doctorat
- Vu thanh, O. (2024). "Low-Rank Matrix Factorizations with Volume-based Constraints and Regularizations" [Doctoral thesis, UMONS - University of Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/49955
Low-Rank Matrix Factorizations with Volume-based Constraints and Regularizations.pdf
E-prints, Working papers et Carnets de recherche/Working paper
- Bouyssou, D., Marchant, T., & Pirlot, M. (2024). "About maximal antichains in a product of two chains: A catch-all note". ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/51372.
2410.16243v2.pdf - Bouyssou, D., Marchant, T., & Pirlot, M. (2024). "ELECTRE TRI-nB, pseudo-disjunctive: axiomatic and combinatorial results". ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/51373.
2023
Parties d’ouvrages/Contribution à des ouvrages collectifs
- 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 - Fiordaliso, A., Pilate, O., & Pirlot, M. (2023). A Decision-Aiding Tool for the Choice of Road Pavements and Surfacing. In "Multiple Criteria Decision Making". Springer Science and Business Media Deutschland GmbH. doi:10.1007/978-3-031-28465-6_4
978-3-031-28465-6_4.pdf ChoiceRoadPavementV2.01.pdf
Périodiques scientifiques/Article
- Denis, C., Hebiri, M., Ndjia njike, B. E., & Siebert, X. (2023). Active learning algorithm through the lens of rejection arguments. "Machine Learning". doi:10.1007/s10994-023-06494-8
springer_rejet.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 - Belahcène, K., Mousseau, V., Ouerdane, W., Pirlot, M., & Sobrie, O. (June 2023). Multiple criteria sorting models and methods. Part II: theoretical results and general issues. "4OR: A Quarterly Journal of Operations Research, 21" (2), 181 - 204. doi:10.1007/s10288-022-00531-3
SurveySortingPart2.pdf Review_sorting_4OR_Part_2.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 - 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 - 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 - Belahcène, K., Mousseau, V., Ouerdane, W., Pirlot, M., & Sobrie, O. (March 2023). Multiple criteria sorting models and methods—Part I: survey of the literature. "4OR: A Quarterly Journal of Operations Research, 21" (1), 1 - 46. doi:10.1007/s10288-022-00530-4
SurveySortingPart1.pdf Review_sorting_4OR_Part_1.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 - Belahcène, K., Mousseau, V., Ouerdane, W., Pirlot, M., & Sobrie, O. (February 2023). Ranking with Multiple Reference Points: Efficient SAT-based learning procedures. "Computers and Operations Research, 150", 106054. doi:10.1016/j.cor.2022.106054
RMPSatCOR2022.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 - Ndjia njike, B. E., & Siebert, X. (2023). Nonparametric active learning for cost-sensitive classification. "Arxiv".
cost-sensi.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
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Ersek Uyanik, E., & Pirlot, M. (21 September 2023). "Rigorous and efficient ways of eliciting the parameters of the Non-Compensatory Sorting model" [Paper presentation]. MCDA-96, 96th Meeting of the EURO Working Group-Multi Criteria Decision Aiding, Paris, France.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Daglayan, H., Vary, S., Leplat, V., Gillis, N., & Absil, P.-A. (2023). Direct Exoplanet Detection Using L1 Norm Low-Rank Approximation. "BNAIC/BeNeLearn conference".
33 L1 norm low-rank approximation for exoplanet detection - BENELEARN 2023.pdf - Seraghiti, G., Awari, A. A., Vandaele, A., Porcelli, M., & Gillis, N. (2023). Accelerated Algorithms for Nonlinear Matrix Decomposition with the ReLU function. "IEEE International Workshop on Machine Learning for Signal Processing". doi:10.1109/MLSP55844.2023.10285984
34 Accelerated Algorithms for Nonlinear Matrix Decomposition with the ReLU function.pdf - Kolomvakis, C., Vandaele, A., & Gillis, N. (2023). Algorithms for Boolean Matrix Factorization using Integer Programming. "IEEE International Workshop on Machine Learning for Signal Processing". doi:10.1109/MLSP55844.2023.10285969
35 Algorithms for Boolean Matrix Factorization using Integer Programming.pdf - Kolomvakis, C., & Gillis, N. (2023). Robust Binary Component Decompositions. "IEEE International Conference on Acoustics, Speech and Signal Processing. Proceedings". doi:10.1109/ICASSP49357.2023.10096739
30 Robust Binary Component Decompositions.pdf - De handschutter, P., Gillis, N., & Blekic, W. (2023). Deep Symmetric Matrix Factorization. "European Signal Processing Conference".
31 Deep Symmetric Matrix Factorization.pdf - Vu thanh, O., & Gillis, N. (2023). Identifiability of Polytopic Matrix Factorization. "European Signal Processing Conference". doi:10.23919/EUSIPCO58844.2023.10290012
32 Identifiability of Polytopic Matrix Factorization.pdf - Dache, A., Nicolas Nadisic, Vandaele, A., & Gillis, N. (2023). Exact and Heuristic Methods for Simultaneous Sparse Coding. "European Signal Processing Conference". doi:10.23919/EUSIPCO58844.2023.10289845
29 Exact and Heuristic Methods for Simultaneous Sparse Coding.pdf
Colloques et congrès scientifiques/Communication publiée sur un site web
- Loconte, L., Stefan Mengel, Gillis, N., & Vergari, A. (04 August 2023). "Negative Mixture Models via Squaring" [Paper presentation]. 6th UAI Workshop on Tractable Probabilistic Modeling, Pittsburgh, United States.
36 Negative Mixture Models via Squaring.pdf
Mémoires et thèses/Thèse de doctorat
- De handschutter, P. (2023). "Multilayer and deep matrix factorizations" [Doctoral thesis, UMONS - Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/49814
PDH_PHD_version_à_imprimer.pdf
2022
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Fortemps, P., & Pirlot, M. (2022). MR-Sort with Partial Information to Decide Whether to Invest in Innovation Projects. In "Multiple Criteria Decision Making". Springer Science and Business Media Deutschland GmbH. doi:10.1007/978-3-030-96318-7_12
978-3-030-96318-7_12.pdf
Périodiques scientifiques/Article
- 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 - Gobert, M., Gmys, J., Toubeau, J.-F., Melab, N., Tuyttens, D., & Vallée, F. (26 November 2022). Batch Acquisition for Parallel Bayesian Optimization— Application to Hydro-Energy Storage Systems Scheduling. "Algorithms, 15" (12), 446. doi:10.3390/a15120446
algorithms-15-00446.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 - 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 - 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 - 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 - KUGALUR PALANISAMY, N., RIVIERE LORPHEVRE, E., Gobert, M., Briffoteaux, G., Tuyttens, D., Arrazola, P.-J., & DUCOBU, F. (06 June 2022). Identification of the Parameter Values of the Constitutive and Friction Models in Machining Using EGO Algorithm: Application to Ti6Al4V. "Metals, 12" (6), 976. doi:10.3390/met12060976
metals-12-00976-v2.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 - 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 - 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 - Bouyssou, D., Marchant, T., & Pirlot, M. (2022). Axiomatic characterization of the Chi2 dissimilarity measure. "Aequationes Mathematicae".
document(12).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 - Bouyssou, D.* , Marchant, T.* , & Pirlot, M.*. (2022). A theoretical look at Electre Tri-nB and related sorting models. "4OR: A Quarterly Journal of Operations Research". doi:10.1007/s10288-022-00501-9
BMP_ETRI_rev.pdf SupplMaterial4OR.pdf
Colloques et congrès scientifiques/Communication publiée dans un ouvrage
- Gobert, M., Gmys, J., Toubeau, J.-F., Melab, N., Tuyttens, D., & Vallée, F. (2022). Parallel Bayesian Optimization for Optimal Scheduling of Underground Pumped Hydro-Energy Storage Systems. In "Proceedings - 2022 IEEE 36th International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2022". Institute of Electrical and Electronics Engineers Inc. doi:10.1109/IPDPSW55747.2022.00133
IPDPS_PDCO_Gobert.pdf - Briffoteaux, G., Ragonnet, R., Tomenko, P., Mezmaz, M., Melab, N., & Tuyttens, D. (2022). Comparing Parallel Surrogate-Based and Surrogate-Free Multi-objective Optimization of COVID-19 Vaccines Allocation. In B. Dorronsoro (Ed.), "Optimization and Learning - 5th International Conference, OLA 2022, Proceedings". Springer Science and Business Media Deutschland GmbH. doi:10.1007/978-3-031-22039-5_16
OLA-Paper-2022.pdf - Briffoteaux, G., Melab, N., Mezmaz, M., & Tuyttens, D. (2022). Hybrid Acquisition Processes in Surrogate-Based Optimization. Application to Covid-19 Contact Reduction. In M. Mernik & M. Črepinšek (Eds.), "Bioinspired Optimization Methods and Their Applications - 10th International Conference, BIOMA 2022, Proceedings". Springer Science and Business Media Deutschland GmbH. doi:10.1007/978-3-031-21094-5_10
BIOMA-Paper-2022.pdf
Colloques et congrès scientifiques/Communication publiée dans un périodique
- 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
Colloques et congrès scientifiques/Communication poster
- Hammoudeh, A. T. A., Vanderplaetse, B., & Dupont, S. (30 March 2022). "Deep soccer captioning with transformer" [Poster presentation]. Infortech' Day, Mons, Belgium.
Colloques et congrès scientifiques/Communication publiée sur un site web
- Bouyssou, D., Marchant, T., & Pirlot, M. (17 November 2022). "Multiple criteria sorting and maximal antichains" [Paper presentation]. DA2PL 2022 From multiple criteria Decision Aid to Preference Learning, Compiègne, France.
DA2PL-2022-Maximal Antichains.pdf - Vu thanh, O., Nadisic, N., & Gillis, N. (05 September 2022). "Randomized Successive Projection Algorithm" [Paper presentation]. Colloque GRETSI.
28 Randomized Successive Projection Algorithm.pdf
Mémoires et thèses/Thèse de doctorat
- Nadisic, N. (2022). "Sparsity and Nonnegativity in Least Squares Problems and Matrix Factorizations" [Doctoral thesis, UMONS - Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/49820
2022-PhDThesis_NicolasNadisic.pdf
2021
Périodiques scientifiques/Article
- Atif, S. M., Gillis, N., Qazi, S., & Naseem, I. (15 October 2021). Structured Nonnegative Matrix Factorization for Traffic Flow Estimation of Large Cloud Networks. "Computer Networks, 201".
68_Structured_Nonnegative_Matrix_Factorization_for_Traffic_Flow_Estimation_of_Large_Cloud_Networks.pdf - Abdolali, M., & Gillis, N. (12 October 2021). Beyond Linear Subspace Clustering: A Comparative Study of Nonlinear Manifold Clustering Algorithms. "Computer Science Review, 42". doi:10.1016/j.cosrev.2021.100435
67_Beyond_Linear_Subspace_Clustering_-_A_Comparative_Study_of_Nonlinear_Manifold_Clustering_Algorithms.pdf - Kervazo, C., Gillis, N., & Dobigeon, N. (10 September 2021). Provably robust blind source separation of linear-quadratic near-separable mixtures. "SIAM Journal on Imaging Sciences, 14" (4), 1848-1889.
65_Provably_robust_blind_source_separation_of_linear-quadratic_near-separable_mixtures.pdf - De Handschutter, P., Gillis, N., & Siebert, X. (10 August 2021). A Survey on Deep Matrix Factorizations. "Computer Science Review, 42".
64 A survey on deep matrix factorizations.pdf - Gillis, N., & Sharma, P. (01 August 2021). Minimal-norm static feedbacks using dissipative Hamiltonian matrices. "Linear Algebra and its Applications, 623", 258-281. doi:10.1016/j.laa.2020.02.008
48_Minimal-norm_static_feedbacks_using_dissipative_Hamiltonian_matrices.pdf - Bouyssou, D., & Pirlot, M. (01 August 2021). Unit representation of semiorders I: Countable sets. "Journal of Mathematical Psychology, 103".
1-s2.0-S0022249621000481-main(1).pdf - Marchant, T., & Pirlot, M. (09 July 2021). Editorial : Special issue on multiple criteria sorting methods. "Journal of Multi-Criteria Decision Analysis, 28" (3-4), 129-130.
MCDA_v28_i3-4_Rev_3-4Edito.pdf - Bouyssou, D., & Pirlot, M. (05 July 2021). Unit representation of semiorders II: The general case. "Journal of Mathematical Psychology, 103".
1-s2.0-S0022249621000493-main(1).pdf - Bouyssou, D., Marchant, T., & Pirlot, M. (2021). A note on ELECTRE TRI-nB with few limiting profiles. "4OR: A Quarterly Journal of Operations Research".
Bouyssou2021_Article_ANoteOnELECTRETRI-nBWithFewLim.pdf - Baghel, M. K., Gillis, N., & Sharma, P. (15 June 2021). Characterization of the dissipative mappings and their application to perturbations of dissipative-Hamiltonian systems. "Numerical Linear Algebra with Applications, 28" (6).
63_Characterization_of_the_dissipative_mappings_and_their_application_to_perturbations_of_dissipative-Hamiltonian_systems.pdf - Ahookhosh, M., Le, T. K. H., Gillis, N., & Patrinos, P. (07 June 2021). A block inertial Bregman proximal algorithm for nonsmooth nonconvex problems with application to symmetric nonnegative matrix tri-factorization. "Journal of Optimization Theory and Applications, 190", 234-258.
62_A_block_inertial_Bregman_proximal_algorithm_for_nonsmooth_nonconvex_problems_with_application_to_symmetric_nonnegative_matrix_tri-factorization.pdf - Ahookhosh, M., Le, T. K. H., Gillis, N., & Patrinos, P. (28 May 2021). Multi-block Bregman proximal alternating linearized minimization and its application to sparse orthogonal nonnegative matrix factorization. "Computational Optimization and Applications, 79", 681-715.
61_Multi-block_Bregman_proximal_alternating_linearized_minimization_and_its_application_to_sparse_orthogonal_nonnegative_matrix_factorization.pdf - Pan, J., & Gillis, N. (01 May 2021). Generalized Separable Nonnegative Matrix Factorization. "IEEE Transactions on Pattern Analysis and Machine Intelligence, 43" (N° spécial), 1546-1561.
45_Generalized_Separable_Nonnegative_Matrix_Factorization.pdf - Le, T. K. H., & Gillis, N. (01 May 2021). Algorithms for Nonnegative Matrix Factorization with the Kullback-Leibler Divergence. "Journal of Scientific Computing, 87".
60_Algorithms_for_Nonnegative_Matrix_Factorization_with_the_Kullback-Leibler_Divergence.pdf - Ang, M. S., Cohen, J. E., Gillis, N., & Le, T. K. H. (05 March 2021). Accelerating Block Coordinate Descent for Nonnegative Tensor Factorization. "Numerical Linear Algebra with Applications, 28" (5).
59_Accelerating_Block_Coordinate_Descent_for_Nonnegative_Tensor_Factorization.pdf - Abdolali, M., & Gillis, N. (19 February 2021). Simplex-Structured Matrix Factorization: Sparsity-based Identifiability and Provably Correct Algorithms. "SIAM Journal on Mathematics of Data Science, 3" (2), 593-623.
57_Simplex-Structured_Matrix_Factorization_-_Sparsity-based_Identifiability_and_Provably_Correct_Algorithms.pdf - Leplat, V., Gillis, N., & Idier, J. (18 February 2021). Multiplicative Updates for NMF with β-Divergences under Disjoint Equality Constraints. "SIAM Journal on Matrix Analysis and Applications, 42" (2), 730-752.
56_Multiplicative_Updates_for_NMF_with_beta-Divergences_under_Disjoint_Equality_Constraints.pdf - Marrinan, T., Absil, P.-A., & Gillis, N. (01 February 2021). On a minimum enclosing ball of a collection of linear subspaces. "Linear Algebra and its Applications, 625", 248-278.
58_On_a_minimum_enclosing_ball_of_a_collection_of_linear_subspaces.pdf - Moutier, F., Vandaele, A., & Gillis, N. (19 January 2021). Off-diagonal symmetric nonnegative matrix factorization. "Numerical Algorithms, 88", 939-963. doi:10.1007/s11075-020-01063-9
54_Off-diagonal_symmetric_nonnegative_matrix_factorization.pdf - Sihag, G., Delcroix, V., Grislin-Le Strugeon, E., Siebert, X., Piechowiak, S., Gaxatte, C., & Puisieux, F. (2021). Evaluation of risk factors for fall in elderly using Bayesian networks: A case study. "Computer Methods and Programs in Biomedicine". doi:10.1016/j.cmpbup.2021.100035
1-s2.0-S2666990021000343-main.pdf - Dewez, J., Gillis, N., & Glineur, F. (01 January 2021). A geometric lower bound on the extension complexity of polytopes based on the f-vector. "Discrete Applied Mathematics, 303", 22-38. doi:10.1016/j.dam.2020.09.028
53_A_geometric_lower_bound_on_the_extension_complexity_of_polytopes_based_on_the_f-vector.pdf
Ouvrages/Ouvrage collectif publié en tant qu’éditeur ou directeur
- Marchant, T., Pirlot, M., Marchant, T. (Ed.), & Pirlot, M. (Ed.). (2021). "Special issue on multiple criteria sorting methods". Journal of multi-criteria decision analysis, Wiley. doi:10.1002/mcda.1760
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- 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 presentation]. Colloque francophone chute de la personne âgée, Valenciennes, France.
Colloques et congrès scientifiques/Communication publiée dans un ouvrage
- Gobert, M., Gmys, J., Melab, N., & Tuyttens, D. (2021). Adaptive Space Partitioning for Parallel BayesianOptimization. In "HPCS Proceedings". ieee.
HPCS_POMCO.pdf - Briffoteaux, G., Ragonnet, R., Mezmaz, M., Melab, N., & Tuyttens, D. (2021). Evolution Control Ensemble Models for Surrogate-Assisted Evolutionary Algorithms. In "HPCS proceedings". IEEE.
g_briffoteaux_et_al.pdf
Colloques et congrès scientifiques/Communication publiée dans un périodique
- 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 presentation]. 10èmes Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes, Porquerolles, France.
- 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 - 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 - 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 - 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 - 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
Mémoires et thèses/Thèse de doctorat
- Leplat, V. (2021). "Nonnegative Matrix Factorization Models, Optimization Problems, Algorithms and Applications" [Doctoral thesis, UMONS - Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/49819
2021-PhDThesis_ValentinLeplat.pdf
2020
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Bouyssou, D., & Pirlot, M. (2020). A Note on Candeal and Indurain's Semiorder Separability Condition. In "Mathematical Topics on Representations of Ordered Structures and Utility Theory: Essays in Honor of Professor Ghanshyam B. Mehta". Springer.
Périodiques scientifiques/Article
- Bouyssou, D., Marchant, T., & Pirlot, M. (2020). The size of the maximum antichains in products of linear orders. "TOP".
Bouyssou2020_Article_TheSizeOfTheMaximumAntichainsI.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 - Itani, S., & Rossignol, M. (2020). At the Crossroads between Psychiatry and Machine Learning: Insights into Paradigms and Challenges for Clinical Applicability. "Frontiers in Psychiatry". doi:10.3389/fpsyt.2020.552262
fpsyt-11-552262.pdf fpsyt-11-552262.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 - Briffoteaux, G., Ragonnet, R., Mezmaz, M., Melab, N., & Tuyttens, D. (22 July 2020). Evolution Control for parallel ANN-assisted simulation-based optimization: Application to Tuberculosis Transmission Control. "Future Generation Computer Systems, 113" (December 2020), 454-467. doi:10.1016/j.future.2020.07.005
article_FGCS_2019.pdf - Gmys, J., Pessoa, T. C., Melab, N., Talbi, E.-G., & Tuyttens, D. (2020). A comparative study of high-productivity high-performance programming languages for parallel metaheuristics. "Swarm and Evolutionary Computation".
1-s2.0-S2210650220303734-main.pdf - Briffoteaux, G., Gobert, M., Ragonnet, R., Gmys, J., Mezmaz, M., Melab, N., & Tuyttens, D. (2020). Parallel Surrogate-assisted Optimization: Batched Bayesian Neural Network-assisted GA versus q-EGO. "Swarm and Evolutionary Computation".
- Hasija, T., Marrinan, T., Lameiro, C., & Schreier, P. J. (08 May 2020). Determining the dimension and structure of the subspace correlated across multiple data sets. "Signal Processing, 176".
- 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 - Itani, S. (2020). Towards Explainable Knowledge-Guided Data Mining for Medical Diagnosis Aid: Application to Children Mental Disorders. "4OR: A Quarterly Journal of Operations Research". doi:10.1007/s10288-020-00438-x
Itani2020_-_PhD_Thesis_abstract.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 - Itani, S., Lecron, F., & Fortemps, P. (16 March 2020). A One-Class Classification Decision Tree Based on Kernel Density Estimation. "Applied Soft Computing, 91", 106250. doi:10.1016/j.asoc.2020.106250
Manuscript.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 - 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 - Gmys, J., Mezmaz, M., Melab, N., & Tuyttens, D. (2020). A computationally efficient Branch-and-Bound algorithm for the permutation flow-shop scheduling problem. "European Journal of Operational Research".
EJOR-2020-JGMMNMDT-Branch-and-Bound.pdf
Ouvrages/Ouvrage publié en tant qu’auteur, traducteur, etc.
- Gillis, N. (2020). "Nonnegative Matrix Factorization". SIAM Publishing.
NMFbook_SIAM_reprint.pdf
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Pirlot, M. (06 November 2020). "An overview of multiple criteria sorting methods" [Paper presentation]. DA2PL 2020 From multiple criteria decision aid to preference learning, Trento, Italy.
ReviewSorting_DA2PL_2020_Trento_handout.pdf - Briffoteaux, G., Ragonnet, R., Mezmaz, M., Melab, N., & Tuyttens, D. (19 February 2020). "Towards Dynamic Selection of Evolution Controls in Parallel Bayesian Neural Network-assisted Genetic Algorithm" [Paper presentation]. International Conference on Optimization and Learning OLA'2020 17-19 February, Cadiz, Spain.
OLA20-guillaume_and_al.pdf
Colloques et congrès scientifiques/Communication publiée dans un périodique
- 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 - Gobert, M., Gmys, J., Melab, N., & Tuyttens, D. (2020). "Towards Adaptive Space Partitioning for Large-scale Parallel Bayesian Optimization" [Paper presentation]. International Conference on Optimization and Learning OLA'2020 17-19 February, Cadiz, Spain.
OLA20-Gobert_et_al.pdf - Gmys, J., Pessoa, T. C., Melab, N., Talbi, E.-G., & Tuyttens, D. (2020). "Comparison of high-productivity languages for parallel metaheuristics" [Paper presentation]. International Conference on Optimization and Learning OLA'2020 17-19 February, Cadiz, Spain.
OLA20_GmysEtAl.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 - Itani, S., & Thanou, D. (2020). "A Graph Signal Processing Framework for the Classification of Temporal Brain Data" [Paper presentation]. European Signal Processing Conference, Amsterdam, Netherlands.
Itani__Thanou_(EUSIPCO_camera_ready).pdf
Mémoires et thèses/Thèse de doctorat
- Ang, M. S. (2020). "Nonnegative Matrix and Tensor Factorizations: Models, Algorithms and Applications" [Doctoral thesis, UMONS - Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/49818
2020-PhDThesis_AndersenAng.pdf
Allocutions et communications diverses/Article grand public
- Itani, S. (2020). La technologie au service de la santé mentale. "fnrs.news, Le magazine du fonds de la recherche scientifique - FNRS, n°119 (juin 2020)".
- Doucet, B., & Itani, S. (2020). TEDDI: l'Intelligence Artificielle pour aider au diagnostic du TDAH chez les enfants? "Régional-IT".
Article_RegionalIT.pdf
2019
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Brison, V., Pirlot, M., Delbaere, C., & Dewettinck, K. (2019). Using Spatial Decision Models for Rank Ordering Chocolates. In "Advanced Studies in Multi-Criteria Decision Making" (pp. 145-167). CRC Press Taylor & Francis Group.
Périodiques scientifiques/Article
- Bounhas, M., Pirlot, M., Prade, H., & Sobrie, O. (02 December 2019). Comparison of Analogy-Based Methods for Predicting Preferences. "Lecture Notes in Computer Science, 11940", 339-354.
BouPirPraSobSum2019F.pdf - Pessoa, T. C., Gmys, J., Melab, N., & Tuyttens, D. (15 November 2019). Towards ultra-scale Branch-and-Bound using a high-productivity language. "Future Generation Computer Systems, 105", 196-209. doi:10.1016/j.future.2019.11.011
FGCS-5282-2019.pdf - Ben Souissi, S., Abed, M., El Hiki, L., Fortemps, P., & Pirlot, M. (01 November 2019). PARS, a system combining semantic technologies with multiple criteria decision aiding for supporting antibiotic prescriptions. "Journal of Biomedical Informatics, 99".
1-s2.0-S1532046419302230-main_(1).pdf - Cohen, J. E., & Gillis, N. (10 July 2019). Identifiability of Complete Dictionary Learning. "SIAM Journal on Mathematics of Data Science, 1" (3), 518-536.
43_Identifiability_of_Complete_Dictionary_Learning.pdf - Gillis, N., & Shitov, Y. (10 July 2019). Low-Rank Matrix Approximation in the Infinity Norm. "Linear Algebra and its Applications, 581", 367-382.
42_Low-Rank_Matrix_Approximation_in_the_Infinity_Norm.pdf - Ang, M. S., & Gillis, N. (10 July 2019). Algorithms and Comparisons of Non-negative Matrix Factorization with Volume Regularization for Hyperspectral Unmixing. "IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 12" (12), 4843-4853.
41_Algorithms_and_Comparisons_of_Non-negative_Matrix_Factorization_with_Volume_Regularization_for_Hyperspectral_Unmixing.pdf - Melab, N., Gmys, J., Mezmaz, M., & Tuyttens, D. (16 June 2019). Many-core Branch-and-Bound for GPU accelerators and MIC coprocessors. "Studies in Computational Intelligence, 833", 275-291.
22-Melab-et-al.pdf - Moghaddam, A., Teghem, J., Tuyttens, D., Yalaoui, F., & Amodeo, L. (13 June 2019). Toward an Efficient Resolution for a Single-machine Bi-objective Scheduling Problem with Rejection. "Foundations of Computing and Decision Sciences, 44" (2), 179-211. doi:10.2478/fcds-2019-0010
[23003405 - Foundations of Computing and Decision Sciences] Toward an Efficient Resolution for a Single-machine Bi-objective Scheduling Problem with Rejection.pdf - Sobrie, O., Pirlot, M., & Mousseau, V. (13 June 2019). Learning monotone preferences using a majority rule sorting model. "International Transactions in Operational Research, 26" (5), 1786--1809. doi:10.1111/itor.12512
LearningMonotoneIntTransOpRes2019.pdf - Pessoa, T. C., Gmys, J., Melab, N., de Carvalho Junior, F. H., Pedrosa Rebouças Filho, P., & Tuyttens, D. (01 June 2019). Dynamic Configuration of CUDA Runtime Variables for CDP-based Divide-and-Conquer Algorithms. "Lecture Notes in Computer Science, 11333", 16-30.
VECPAR_2018_paper_9.pdf - Abdolali, M., Gillis, N., & Rahmati, M. (19 May 2019). Scalable and Robust Sparse Subspace Clustering Using Randomized Clustering and Multilayer Graphs. "Signal Processing, 163", 166-180.
40 Scalable and Robust Sparse Subspace Clustering Using Randomized Clustering and Multilayer Graphs.pdf - Itani, S., Rossignol, M., Lecron, F., & Fortemps, P. (26 April 2019). Towards Interpretable Machine Learning Models for Diagnosis Aid: A Case Study on Attention Deficit/Hyperactivity Disorder. "PLoS ONE, 14" (4). doi:10.1371/journal.pone.0215720
journal.pone.0215720.pdf - Esposito, F., Gillis, N., & Del Buono, N. (22 April 2019). Orthogonal joint sparse NMF for microarray data analysis. "Journal of Mathematical Biology, 79" (1), 223-247.
39 Orthogonal joint sparse NMF for microarray data analysis.pdf - Gillis, N., Karow, M., & Sharma, P. (26 March 2019). Approximating the nearest stable discrete-time system. "Linear Algebra and its Applications, 573", 37-53.
38 Approximating the nearest stable discrete-time system.pdf - Itani, S., Lecron, F., & Fortemps, P. (15 March 2019). Specifics of Medical Data Mining for Diagnosis Aid: A Survey. "Expert Systems with Applications, 118", 300-314. doi:10.1016/j.eswa.2018.09.056
1-s2.0-S0957417418306389-main.pdf Itani_et_al._(2019).pdf - Atif, S. M., Qazi, S., & Gillis, N. (18 February 2019). Improved SVD-based Initialization for Nonnegative Matrix Factorization using Low-Rank Correction. "Pattern Recognition Letters, 122", 53-59.
37 Improved SVD-based initialization for nonnegative matrix factorization using low-rank correction.pdf - Ang, M. S., & Gillis, N. (18 January 2019). Accelerating Nonnegative Matrix Factorization Algorithms Using Extrapolation. "Neural Computation, 31" (2), 417-439.
36 Accelerating Nonnegative Matrix Factorization Algorithms using Extrapolation.pdf
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Meghiche, A., Abbas, M., Fortemps, P., & Pirlot, M. (26 September 2019). "Comparing maps on different territories" [Paper presentation]. 90th meeting of EURO Working Group on MCDA, Brest, France.
abstract.pdf - Belhacène, K., Mousseau, V., Ouerdane, W., Pirlot, M., & Sobrie, O. (21 June 2019). "Ranking with Multiple reference Points: Efficient elicitation and learning procedures" [Paper presentation]. 25th International Conference on Multiple Criteria Decision Making, Istanbul, Turkey.
- Bouyssou, D., Marchant, T., & Pirlot, M. (19 June 2019). "Assigning alternatives to the good or bad category based on several limit profiles" [Paper presentation]. 25th International Conference on Multiple Criteria Decision Making, Istanbul, Turkey.
- Itani, S., Lecron, F., & Fortemps, P. (15 January 2019). "Data science for medical diagnosis prediction: objectives and challenges" [Paper presentation]. Complex Systems think tank, Mons, Belgium.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- 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 - Itani, S., Lecron, F., & Fortemps, P. (2019). "Data Mining for ADHD & ASD Prediction based on Resting-state fMRI Signals: A Literature Review" [Paper presentation]. BNAIC/BENELEARN 2019 - The reference AI & ML conference for Belgium, Netherlands & Luxemburg, Bruxelles, Belgium.
BNAIC_Benelearn_2019_paper.pdf - Ang, M. S., Cohen, J. E., & Gillis, N. (2019). Accelerating Approximate Nonnegative Canonical Polyadic Decomposition using Extrapolation. "GRETSI".
gretsien_accNNCPD.pdf - Leplat, V., Gillis, N., Siebert, X., & Ang, M. S. (2019). Séparation aveugle de sources sonores par factorization en matrices positives avec pénalité sur le volume du dictionnaire. "GRETSI".
leplat460-2.pdf - Ndjia Njike, B. E., & Siebert, X. (2019). "Nonparametric Active learning under local smoothness assumption" [Paper presentation]. Conférence francophone sur l'apprentissage automatique, Toulouse, France.
cap2019.pdf - Gobert, M., Gmys, J., Toubeau, J.-F., Vallée, F., Melab, N., & Tuyttens, D. (2019). "Surrogate-Assisted Optimization for Multi-Stage Optimal Scheduling of Virtual Power Plants" [Paper presentation]. International Conference on High Performance Computing & Simulation, Dublin, Ireland.
PaCOS19.pdf - 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
Colloques et congrès scientifiques/Communication poster
- Itani, S., Rossignol, M., Lecron, F., & Fortemps, P. (24 May 2019). "Autism in DSM-IV vs DSM-V: What if Machine Learning Could Help Us See Things More Clearly?" [Poster presentation]. 13th National Congress of the Belgian Society for Neuroscience, Brussels, Belgium.
- Itani, S., Lecron, F., & Fortemps, P. (05 March 2019). "Artificial Intelligence for Medical Diagnosis: Insights into Major Paradigms" [Poster presentation]. Mardi des Chercheurs, Mons, Belgium.
- Itani, S., Thanou, D., Rossignol, M., Lecron, F., & Fortemps, P. (05 February 2019). "Exploiting the Structure-Function Interplay of Brain Regions for the Diagnosis of Autism Spectrum Disorder: A Machine Learning Approach" [Poster presentation]. The Childbrain Conference, Leuven, Belgium.
Mémoires et thèses/Thèse de doctorat
- Itani, S. (2019). "Towards Explainable Knowledge-Guided Data Mining for Medical Diagnosis Aid: Application to Children Mental Disorders" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/33828
Manuscrit_de_thèse_-_Sarah_Itani.pdf
Allocutions et communications diverses/Article grand public
- Gillis, N. (2019). Learning with Nonnegative Matrix Factorizations. "SIAM News 25 (5)".
SIAM_NEWS_June2019.pdf
2018
Périodiques scientifiques/Article
- Bouyssou, D., Marchant, T., & Pirlot, M. (18 October 2018). A characterization of two disproportionality and malapportionment indices: the Duncan and Duncan index and the Lijphart index. "Annals of Operations Research, 284" (1), 147-163. doi:10.1007/s10479-018-3073-y
DissimilarityAOR2018_10.1007_s10479-018-3073-y.pdf Bouyssou2020_Article_ACharacterizationOfTwoDispropo.pdf - 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. doi:10.1287/moor.2017.0895
27 On the Complexity of Robust PCA and l1-norm low-rank matrix approximation.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 - 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 - 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 - 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 - Sobrie, O., Gillis, N., Mousseau, V., & Pirlot, M. (01 January 2018). UTA-poly and UTA-splines: additive value functions with polynomial marginals. "European Journal of Operational Research, 264", 405-418.
25 UTA-poly and UTA-splines - Additive value functions with polynomial marginals.pdf - Itani, S., Lecron, F., & Fortemps, P. (01 January 2018). A Multi-level Classification Framework for Multi-site Medical Data: Application to the ADHD-200 Collection. "Expert Systems with Applications, 91", 36-45. doi:10.1016/j.eswa.2017.08.044
Itani_et_al._(2018).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
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Ndjia Njike, B. E., & Siebert, X. (19 October 2018). "Nonparametric active learning" [Paper presentation]. Logic meets Learning, Umons, Belgium.
- Vandaele, A. (10 July 2018). "One-dimensional cutting stock instances for which few patterns are needed" [Paper presentation]. EURO2018 - 29th European Conference on Operational Research, Valence, Spain.
- Itani, S., Lecron, F., & Fortemps, P. (10 July 2018). "A Novel Training Algorithm to Build Decision Trees for Anomaly Detection" [Paper presentation]. EURO2018 - 29th European Conference on Operational Research, Valence, Spain.
- Vandaele, A. (06 July 2018). "One-dimensional cutting stock instances for which few patterns are needed" [Paper presentation]. 23rd International Symposium on Mathematical Programming, Bordeaux, France.
- Ndjia Njike, B. E., & Siebert, X. (02 February 2018). "Risk bounds on statistical learning" [Paper presentation]. 32nd Annual Conference of the Belgian Operational Research Society (ORBEL 32), Liège, Belgium.
abstract.pdf - Itani, S., Lecron, F., & Fortemps, P. (02 February 2018). "A Density-based Decision Tree for One-class Classification" [Paper presentation]. 32nd Annual Conference of the Belgian Operational Research Society (ORBEL 32), Liège, Belgium.
- Bellahdid, N., Siebert, X., & Abbas, M. (01 February 2018). "Comparison of active learning classification strategies" [Paper presentation]. 32nd Annual Conference of the Belgian Operational Research Society (ORBEL 32), Liège, Belgium.
- Brison, V., & Pirlot, M. (30 January 2018). "MCDA in environmental assessment contexts" [Paper presentation]. EURO Working Group on Behavioral Operational research, Zurich, Switzerland.
- Mousseau, V., & Pirlot, M. (30 January 2018). "A new form of intransitivity of indifference: experimental evidence and formal analysis" [Paper presentation]. EURO Working Group on Behavioral Operational research, Zurich, Switzerland.
Colloques et congrès scientifiques/Communication publiée dans un ouvrage
- Briffoteaux, G., Melab, N., Mezmaz, M., & Tuyttens, D. (2018). An adaptive evolution control based on confident regions for surrogate-assisted optimization. In "2018 International Conference on High Performance Computing & Simulation, HPCS 2018, Orleans, France, July 16-20, 2018". IEEE. doi:10.1109/HPCS.2018.00130
HPCS2018.pdf
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Sobrie, O., Pirlot, M., Belhacène, K., Ouerdane, W., & Mousseau, V. (2018). "Ranking with Multiple Points: Efficient Elicitation and Learning Procedures" [Paper presentation]. DA2PL'2018 - From Multiple Criteria Decision Aid to Preference Learning, Poznan, Poland.
- Belhacène, K., Mousseau, V., Ouerdane, W., Pirlot, M., & Sobrie, O. (2018). "Ranking with Multiple Points: Efficient Elicitation and Learning Procedures" [Paper presentation]. DA2PL'2018 - From Multiple Criteria Decision Aid to Preference Learning, Poznan, Poland.
- Itani, S., Lecron, F., & Fortemps, P. (2018). "A Gender-Differentiated MR-Sort Model for Diagnosis Aid of Attention Deficit Hyperactivity Disorder (ADHD)" [Paper presentation]. DA2PL'2018 - From Multiple Criteria Decision Aid to Preference Learning, Poznan, Poland.
- Gmys, J. (2018). "Optimal Solving of Permutation-based Optimization Problems on Heterogeneous CPU/GPU Clusters" [Paper presentation]. International Conference on High Performance Computing & Simulation, Orléans, France.
HPCS_2018_PaCos_Gmys.pdf - Ang, M. S., & Gillis, N. (2018). Volume regularized Non-negative Matrix Factorisations. "Workshop on hyperspectral image and signal processing evolution in remote sensing".
20180925conf.pdf - Bounhas, M., Pirlot, M., & Prade, H. (2018). "Predicting Preferences by Means of Analogical Proportions" [Paper presentation]. International Conference on Case-Based Reasoning, Stockholm, Sweden.
- Brison, V., & Pirlot, M. (2018). "Several models for the comparison of decision maps" [Paper presentation]. Euro 2018 29th European Conference on Operational Research, Valencia, Spain.
- Itani, S., Rossignol, M., Lecron, F., & Fortemps, P. (2018). "Towards Sustainable Technologies for the Early Diagnosis of Mental Disorders in Children" [Paper presentation]. Symposium HERA - Transmettre un monde habitable aux générations futures : l'apport de la recherche, Mons, Belgium.
- Filipic, B., Depolli, M., Zupancic, J., Gmys, J., Gobert, M., Melab, N., & Tuyttens, D. (2018). "ECG simulator tuning: A parallel multiobjective optimization approach" [Paper presentation]. OLA International Workshop on Optimization and Learning: Challenges and Applications, Alicante, Spain.
OLA2018_Filipic_et_al.pdf - Gmys, J., Mezmaz, M., Melab, N., & Tuyttens, D. (2018). "Exactly solving permutation-based optimization problems on heterogeneous CPU/GPU clusters" [Paper presentation]. OLA International Workshop on Optimization and Learning: Challenges and Applications, Alicante, Spain.
ola18_jgmys_et_al.pdf
Colloques et congrès scientifiques/Communication poster
- Itani, S., Rossignol, M., Lecron, F., & Fortemps, P. (19 July 2018). "On the Involvement of the Limbic System in the Diagnosis of Attention Deficit Hyperactivity Disorder" [Poster presentation]. International Neuropsychological Society 2018 Mid-Year Meeting, Prague, Unknown/unspecified.
- Bellahdid, N., Siebert, X., & Abbas, M. (21 May 2018). "Active learning classification strategies" [Poster presentation]. 4th Algerian Congress of Mathematicians, Bourmedes, Algeria.
- Itani, S., Lecron, F., & Fortemps, P. (24 April 2018). "Explainable Artificial Intelligence: the Promise of Increased Transparency in Data Processing" [Poster presentation]. Quatrième journée scientifique du Pôle hainuyer - Pour une société innovante : de l'économie circulaire à l'intelligence artificielle, Mons, Belgium.
- Itani, S., Lecron, F., & Fortemps, P. (28 March 2018). "A Density-Based Decision Tree for One-Cass Classification" [Poster presentation]. Mardi des Chercheurs 2018, Valenciennes, France.
- Itani, S., Rossignol, M., Lecron, F., & Fortemps, P. (27 March 2018). "What's going on, Doc? - When Machine Learning Addresses Neuropathologies with Readability" [Poster presentation]. Mardi des Chercheurs 2018, Valenciennes, France.
- Pirlot, M., & Ben Souissi, S. (30 January 2018). "Recommender systems in which preferences are explicitly modeled" [Poster presentation]. EURO Working Group on Behavioral Operational research, Zurich, Switzerland.
Développements informatiques/Logiciel
- Tuyttens, D., & Godart, J.-M. (2018). "Application mobile ShareABike pour iOS".
- Tuyttens, D., & Godart, J.-M. (2018). "Application mobile ShareABike pour Android".
Développements informatiques/Autre
- Tuyttens, D., & Godart, J.-M. (2018). "Site web ShareABike www.shareabike.be".
Allocutions et communications diverses/Article grand public
- Tuyttens, D., & Godart, J.-M. (2018). Mons : Déjà 200 personnes ont téléchargé 'Share a bike' à Mons. "Dernière Heure".
- Tuyttens, D., & Godart, J.-M. (2018). ShareABike débarque en centre-ville. "Dernière Heure".
Allocutions et communications diverses/Autre
- Tuyttens, D., & Godart, J.-M. (2018). "Mons : Déjà 200 personnes ont téléchargé 'Share a bike' à Mons".
- Tuyttens, D., & Godart, J.-M. (2018). "Vélos partagés de retour: à tester gratuitement".
- Tuyttens, D., & Godart, J.-M. (2018). "Mons voit le retour des vélos partagés ShareABike pour un nouveau test durant le printemps".
- Tuyttens, D., & Godart, J.-M. (2018). "ShareABike débarque en centre-ville".
2017
Périodiques scientifiques/Compte rendu et recension critique d’ouvrage
- 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
Périodiques scientifiques/Lettre à l’éditeur
- Melab, N., & Mezmaz, M. (10 May 2017). Multi and many-core computing for parallel metaheuristics [letter to the editor]. "Concurrency and Computation: Practice and Experience, 29" (9). doi:10.1002/cpe.4116
Périodiques scientifiques/Article
- 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 - Pessoa, T. C., Gmys, J., de Carvalho Junior, F. H., Melab, N., & Tuyttens, D. (2017). GPU-accelerated backtracking using CUDA Dynamic Parallelism. "Concurrency and Computation: Practice and Experience", 1-19. doi:10.1002/cpe.4374
Carneiro-Pessoa_et_al-2017-Concurrency_and_Computation__Practice_and_Experience.pdf - Ersek Uyanik, E., Sobrie, O., Mousseau, V., & Pirlot, M. (17 August 2017). Enumerating and categorizing positive Boolean functions separable by a k-additive capacity. "Discrete Applied Mathematics, 229", 17-30.
- Mateo, M., Teghem, J., & Tuyttens, D. (2017). A bi-objective parallel machine problem with eligibility, release dates and delivery times of the jobs. "International Journal of Production Research", 1-24.
A bi objective parallel machine problem with eligibility release dates and delivery times of the jobs.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 - 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 - Elloumi, S., Fortemps, P., & Loukil, T. (01 April 2017). Multi-objective algorithms to multi-mode resource-constrained projects under mode change disruption. "Computers and Industrial Engineering, 106", 161-173. doi:10.1016/j.cie.2017.01.029
- 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 - Melab, N., Gmys, J., Mezmaz, M., & Tuyttens, D. (03 January 2017). Multi-core versus many-core computing for many-task Branch-and-Bound applied to big optimization problems. "Future Generation Computer Systems, 82", 472-481.
FGCS.pdf FGCS2018.pdf
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- 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.
- Godart, J.-M., Mallargé, J., Tuyttens, D., & Zidda, P. (27 September 2017). "Enjeux juridiques et sociétaux de la consommation collaborative (table ronde) : Projet ShareABike" [Paper presentation]. La consommation collaborative: reflets et enjeux de la nouvelle société du partage, Paris, France.
- Itani, S., Lecron, F., & Fortemps, P. (25 August 2017). "Specifics of Medical Data Mining for Neurological Diagnosis Prediction" [Paper presentation]. Computers in Scientific Discovery 8, Mons, Belgium.
Abstract_CSD8.pdf - Itani, S., Lecron, F., & Fortemps, P. (29 June 2017). "Data Mining et Informatique Affective pour l'Aide au Diagnostic de Troubles Mentaux chez l'Enfant" [Paper presentation]. Séminaire ONE Academy, UMONS, Belgium.
- Itani, S., Rossignol, M., Lecron, F., & Fortemps, P. (31 May 2017). "On Objective Models to Aid in Diagnosing Attention Deficit Hyperactivity Disorder" [Paper presentation]. Annual Meeting of the Belgian Association for Psychological Science (BAPS), Bruxelles, Unknown/unspecified.
- Itani, S., Lecron, F., & Fortemps, P. (03 February 2017). "Statistical Analysis of Medical Data using a Multilevel Approach" [Paper presentation]. 31st Annual Conference of the Belgian Operational Research Society (ORBEL 31), Bruxelles, Belgium.
- Godart, J.-M., Mallargé, J., Tuyttens, D., & Zidda, P. (25 January 2017). "Prototype conceptuel d'un système de vélos partagés sans bornes : Attentes, perceptions et enjeux" [Paper presentation]. Les Rencontres de la Mobilité intelligente ATEC-ITS, Paris, France.
- Bellahdid, N., Siebert, X., & Abbas, M. (21 January 2017). "Active learning classification strategies" [Paper presentation]. Journées Doctorales de Recherche Opérationnelle et Management, USTBH, Algeria.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- 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 - Brison, V., Pirlot, M., & Rolland, A. (2017). "Synthesizing a set of rules by a non-compensatory sorting model. An application to environmental evaluation" [Paper presentation]. IFORS 2017, Québec, Canada.
- Brison, V., & Pirlot, M. (2017). "Spatial decision models for comparing maps" [Paper presentation]. International Conference on Multiple Criteria Decision Making, Ottawa, Canada.
- Brison, V., & Pirlot, M. (2017). "Modelling contiguity in spatial decision contexts" [Paper presentation]. Workshop 'Criteria interactions in MCDA', Brussels, Belgium.
- Cohen, J., Comon, P., & Gillis, N. (2017). Some theory on Non-negative Tucker Decomposition. "LVA/ICA: Latent Variable Analysis and Signal Separation".
LVAICACohen.pdf - Brison, V., & Pirlot, M. (2017). "MCDA in environmental assessment contexts" [Paper presentation]. 31st Belgian Conference on Operations Research (ORBEL 31), Bruxelles, Belgium.
- Godart, J.-M., Mallargé, J., Tuyttens, D., & Zidda, P. (2017). "Prototype conceptuel d'un système de vélos partagés sans bornes : Attentes, perceptions et enjeux" [Paper presentation]. Les Rencontres de la Mobilité intelligente ATEC-ITS, Paris, France.
Prototype_conceptuel_dun_systeme_de_velos_partages_sans_bornes.pdf
Colloques et congrès scientifiques/Communication poster
- Itani, S., Rossignol, M., Lecron, F., & Fortemps, P. (13 October 2017). "A Tree-Based Decision Support System For Attention Deficit Hyperactivity Disorder Diagnosis" [Poster presentation]. 57th Annual Meeting of the Society for Psychophysiological Research, Vienne , Austria.
- Ang, M. S., & Gillis, N. (28 August 2017). "Log-determinant constrained Non-negative Matrix Factorization" [Poster presentation]. Autumn School: Optimization in Machine Learning and Data Science, Trier, Germany.
20170827_AutumnSchool_A0_poster.pdf - Itani, S., Lecron, F., & Fortemps, P. (25 April 2017). "Kids Mental Health at the Core of Data Mining and Neuroscience Concerns: a Promising Interaction to Face Major Challenges" [Poster presentation]. Troisième journée scientifique du Pôle hainuyer - Les technologies de l'information, Eurometropolitan e-campus, Froyennes, Belgium.
- Ndjia Njike, B. E., & Siebert, X. (07 March 2017). "Apprentissage Statistique : Théorie et Applications" [Poster presentation]. Huitième édition montoise du MdC : le Mardi des Chercheurs 2017, UMons, Belgique, 2017, Mons, Belgium.
- Itani, S., Lecron, F., & Fortemps, P. (07 March 2017). "On Objective Models to Aid in Diagnosing Attention Deficit Hyperactivity Disorder" [Poster presentation]. Huitième édition montoise du MdC : le Mardi des Chercheurs 2017, UMons, Belgium.
Mémoires et thèses/Thèse de doctorat
- Brison, V. (2017). "Spatial decision aiding models for maps comparison" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/24593
Allocutions et communications diverses/Article grand public
- Tuyttens, D., & Godart, J.-M. (2017). Un système de vélos partagés bientôt en test à Mons. "L'Avenir".
Allocutions et communications diverses/Autre
- Tuyttens, D., & Godart, J.-M. (2017). "Mons - Premier bilan pour vélo partagé".
- Tuyttens, D., & Godart, J.-M. (2017). "Share a Bike: lancement d'une expérience-test de vélos partagés à Mons".
- Tuyttens, D., & Godart, J.-M. (2017). "Share a Bike: lancement d'une expérience-test de vélos partagés à Mons".
lancement d'une experience-test de velos partages a Mons.pdf - Tuyttens, D., & Godart, J.-M. (2017). "Un système de vélos partagés bientôt en test à Mons".
Un_systeme_de_velos_partages_bientot_en_test_a_Mons.pdf - Tuyttens, D., & Godart, J.-M. (2017). "Mons - Voulez-vous partager un vélo?"
2016
Périodiques scientifiques/Compte rendu et recension critique d’ouvrage
- Tuyttens, D., & Godart, J.-M. (2016). SHAREABIKE : Un système innovant pour le partage de vélos. "Polytech News", (53), 22.
- Tuyttens, D., Mezmaz, M., & Alekseeva, E. (2016). Identification des paramètres du train. "Polytech News", (53), 9.
- Tuyttens, D., Mezmaz, M., & Godart, J.-M. (2016). GREENRAIL 2 : Optimisation multicritère des horaires de trains. "Polytech News", (53), 7.
Périodiques scientifiques/Article
- Pessoa, T. C., Gmys, J., Melab, N., de Carvalho Junior, F. H., & Tuyttens, D. (15 December 2016). A GPU-based Backtracking Algorithm for Permutation Combinatorial Problems. "Lecture Notes in Computer Science, 10048", 310-324.
LNCS-ICA3PP2016.pdf - Manel, M., Teghem, J., & Tuyttens, D. (05 November 2016). An algorithm for a Bi-objective Parallel Machine Problem with Eligibility Realease dates and Delivery times of the jobs. "IFAC Proceedings Volumes, 49" (12), 1614-1619.
IFAC.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 - Kochetov, Y., Alekseeva, E., & Mezmaz, M. (20 October 2016). Local search heuristic for the discrete leader-follower problem with multiple follower objectives. "AIP Conference Proceedings, 1776". doi:10.1063/1.4965328
- Pirlot, M., Prade, H., & Richard, G. (08 September 2016). Completing Preferences by Means of Analogical Proportions. "Lecture Notes in Computer Science, 9880", 135-147.
- 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 - Vandaele, A., Gillis, N., Glineur, F., & Tuyttens, D. (01 June 2016). Heuristics for exact nonnegative matrix factorization. "Journal of Global Optimization, 65" (2), 369-400.
19 Heuristics for exact nonnegative matrix factorization.pdf - Gmys, J., Mezmaz, M., Melab, N., & Tuyttens, D. (10 May 2016). IVM-Based parallel branch-and-bound using hierarchical work stealing on multi-GPU systems. "Concurrency and Computation: Practice and Experience, 29" (9). doi:10.1002/cpe.4019
Gmys_et_al-2017-Concurrency_and_Computation__Practice_and_Experience.pdf - Alekseeva, E., Mezmaz, M., Tuyttens, D., & Melab, N. (10 May 2016). Parallel multi-core hyper-heuristic GRASP to solve permutation flow-shop problem. "Concurrency and Computation: Practice and Experience, 29" (9). doi:10.1002/cpe.3835
Alekseeva_et_al-2017-Concurrency_and_Computation__Practice_and_Experience.pdf - Gmys, J., Mezmaz, M., Melab, N., & Tuyttens, D. (27 January 2016). A GPU-based Branch-and Bound algorithm using Integer-Vector-Matrix data structure. "Parallel Computing, 59", 119-139. doi:10.1016/j.parco.2016.01.008
GmysParallelComputing 2016.pdf - Gmys, J., Leroy, R., Mezmaz, M., Melab, N., & Tuyttens, D. (21 January 2016). Work stealing with private integer-vector-matrix data structure for multi-core branch-and-bound algorithms. "Concurrency and Computation: Practice and Experience, 28" (18), 4463-4484. doi:10.1002/cpe.3771
CCPE21012016.pdf - Gmys, J., Mezmaz, M., Melab, N., & Tuyttens, D. (20 January 2016). IVM-based Work Stealing for Parallel Branch-and-Bound on GPU. "Lecture Notes in Computer Science, 9573", 548-558.
Gmys-PPAM15-GPUBB.pdf
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Vandaele, A. (12 September 2016). "Algorithms for Nonnegative Matrix Factorization and PSD Factorization with Applications to Extended Formulations" [Paper presentation]. 4th European Conference on Computational Optimization, Leuven, Belgium.
- Vandaele, A. (08 September 2016). "Algorithms for Nonnegative Matrix Factorization and PSD Factorization with Applications to Extended Formulations" [Paper presentation]. 5th IMA Conference on Numerical Linear Algebra and Optimization, Birmingham, Unknown/unspecified.
- Vandaele, A. (11 July 2016). "Exact NMF and Compact Extensions of N-Gons" [Paper presentation]. SIAM Annual Meeting, Boston, United States - Massachusetts.
- Vandaele, A. (29 January 2016). "Coordinate Descent Methods for Positive Semidefinite Factorization" [Paper presentation]. Orbel 30, UCLouvain - CORE, Belgium.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Vaillant, G., Mezmaz, M., Tuyttens, D., & Melab, N. (2016). "Vectorization of local search for solving flow-shop scheduling problem on Xeon PhiTM MIC co-processors" [Paper presentation]. International Conference on High Performance Computing & Simulation, Innsbruck, Austria.
vaillant2016HPCS.pdf - Sobrie, O., Mousseau, V., & Pirlot, M. (2016). "Learning MR-Sort rules with coalitional veto" [Paper presentation]. From Multiple Criteria Decision Aid to Preference Learning, DA2PL 2016, Paderborn, Germany.
mainDA2PL16.pdf - Pirlot, M., & Bouyssou, D. (2016). "Duality between strict and non strict outranking relations from an axiomatic point of view" [Paper presentation]. 84èmes journées du Groupe de Travail Européen 'Aide Multicritère à la Décision', Vienne, Austria.
- Brison, V., & Pirlot, M. (2016). "Geographic expected utility model and application to risk assessment" [Paper presentation]. 84èmes journées du Groupe de Travail Européen 'Aide Multicritère à la Décision', Vienne, Austria.
- Itani, S., Fortemps, P., & Lecron, F. (2016). "Data Mining for Aiding Diagnosis of Attention Deficit Hyperactivity Disorder by a Multilevel Approach" [Paper presentation]. Belgian-Dutch Conference on Machine Learning, BeneLearn, Courtrai, Belgium.
Benelearn_2016_paper_7_Final version.pdf - Pirlot, M. (2016). "Preference Elicitation and Learning in a Multiple Criteria Decision Analysis Perspective: Specificities and Fertilization Through Inter-disciplinary Dialogue" [Paper presentation]. 28th European Conference on Operational Research, Poznan, Poland.
- Brison, V., & Pirlot, M. (2016). "A Choquet integral for pralines comparison based on fat bloom quantification" [Paper presentation]. 28th European Conference on Operational Research, Poznan, Poland.
- Sobrie, O., Gillis, N., Mousseau, V., & Pirlot, M. (2016). "UTA-splines: additive value functions with polynomials" [Paper presentation]. 28th European Conference on Operational Research, Poznan, Poland.
main.pdf - Tuyttens, D., Mezmaz, M., Vaillant, G., & Melab, N. (2016). "Exploring GRASP-based Metaheuristics to solve the Traveling Salesman Problem" [Paper presentation]. 28th European Conference on Operational Research, Poznan, Poland.
- Vandaele, A., & Tuyttens, D. (2016). "On the computational complexity of the Cover Printing Problem" [Paper presentation]. 28th European Conference on Operational Research, Poznan, Poland.
- Teghem, J., Mateo, M., & Tuyttens, D. (2016). "An algorithm for Bi-objective Parallel Machine Problem with Eligibility Realease dates and Delivery times of the jobs" [Paper presentation]. 28th European Conference on Operational Research, Poznan, Poland.
- Hulshof, C., Siebert, X., & Mélot, H. (2016). "NeoMI: a New Environment for the Organization of Musical Instruments" [Paper presentation]. International Workshop on Folk Music Analysis, Dublin, Ireland.
NeoMI_ a New Environment for the Organization of Musical Instrume.pdf - Pirlot, M. (2016). "Axiomatic approaches to PROMETHEE" [Paper presentation]. PROMETHEE Days, Montréal, Canada.
- Brison, V., & Pirlot, M. (2016). "MCDA models for maps comparison" [Paper presentation]. ROADEF 2016, Compiègnes, France.
- Brison, V., & Pirlot, M. (2016). "Assessing risk in geographic contexts: formal models" [Paper presentation]. Orbel 30, UCLouvain - CORE, Belgium.
Colloques et congrès scientifiques/Communication poster
- Siebert, X., Mélot, H., & Hulshof, C. (12 September 2016). "Study of the robustness of descriptors for musical instruments classification" [Poster presentation]. Belgian-Dutch Conference on Machine Learning, BeneLearn, Courtrai, Belgium.
Benelearn_2016_paper_40.pdf - Tuyttens, D., Mezmaz, M., Vaillant, G., & Melab, N. (05 July 2016). "Exploring GRASP-based Metaheuristics to solve the Traveling Salesman Problem" [Poster presentation]. 28th European Conference on Operational Research, Poznan, Poland.
Abstract-EURO-2016-Poznan.pdf
Mémoires et thèses/Mémoire de licence/master
- Itani, S. (2016). "Analyse statistique de données médicales par une approche multiniveau : Aide au diagnostic du trouble du déficit de l'attention avec ou sans hyperactivité" [Master’s dissertation, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/26114
Allocutions et communications diverses/Article grand public
- Tuyttens, D., & Godart, J.-M. (2016). 'Share A Bike' - Testé au printemps 2017. Un système de vélos en libre-service. "Périodique communal d'information "Mons mag"".
- Tuyttens, D., & Godart, J.-M. (2016). Mons: les vélos partagés débarquent bientôt dans le centre-ville ! "Journal La Province".
- Alekseeva, E., Bagein, M., Caucheteur, C., Kouroussis, G., Lobry, J., Manneback, P., Mezmaz, M., Moeyaert, V., Tuyttens, D., & Vanherck, T. (2016). "INOGRAMS : un portefeuille de projets en vue d'un système global de gestion du rail".
2015
Périodiques scientifiques/Compte rendu et recension critique d’ouvrage
- Mahmoudi, S., Benjelloun, M., Vankerkem, M., Libert, G., Gillis, N., & Tuyttens, D. (2015). Les projets IG : innovation permanente, réalisations diverses, un travail en équipe et des clients réels. "Polytech News", (52), 20-21.
- Sobrie, O., Mousseau, V., & Pirlot, M. (27 September 2015). Learning the Parameters of a Non Compensatory Sorting Model. "Lecture Notes in Computer Science, 9346", 153--170.
- Pirlot, M., Lazouni, M. A., Mahmoudi, S., & Sobrie, O. (2015). Gestion hospitalière et aide à la décision. "Polytech News", (51), 16.
- Larhmam, M., Mahmoudi, S., Benjelloun, M., & Gillis, N. (2015). La vision par ordinateur au service de l'oncologie. "Polytech News", (51), 13.
- Shibi, A., Bellabdaoui, A., & Teghem, J. (01 January 2015). Solving a mixed interger linear profgram with time-set up for the steel continous casting planning and scheduling. "International Journal of Production Research, 52", 7276-7301.
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Bouyssou, D., Marchant, T., Pirlot, M., Tsoukias, A., & Vincke, P. (2015). Modelling preferences. 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.
- Bouyssou, D., Marchant, T., Pirlot, M., Tsoukias, A., & Vincke, P. (2015). Aiding to decide: concepts and issues. 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.
- Metchebon, S., Pirlot, M., Yonkeu, S., & Somé, B. (2015). Assessing the response to land degradation risk: the case of the Loulouka catchment basin in Burkina Faso. 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.
- Bouyssou, D., Marchant, T., Pirlot, M., Tsoukias, A., & Vincke, P. (2015). Building recommendations. 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.
- 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.
Périodiques scientifiques/Article
- 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 - Mousseau, V., & Pirlot, M. (01 June 2015). Preference elicitation and learning. "EURO Journal on Decision Processes, 3" (1), 1-3. doi:10.1007/s40070-015-0044-2
- 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 - Bouyssou, D., & Pirlot, M. (13 May 2015). A consolidated approach to the axiomatization of outranking relations: a survey and new results. "Annals of Operations Research, 229" (1), 159-212. doi:10.1007/s10479-015-1803-y
- 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 - 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
Ouvrages/Ouvrage collectif publié en tant qu’éditeur ou directeur
- Bisdorff, R., Dias, L. C., Meyer, P., Mousseau, V., Pirlot, M., Dias, L. C. (Ed.), Bisdorff, R. (Ed.), Meyer, P. (Ed.), Mousseau, V. (Ed.), & Pirlot, M. (Ed.). (2015). "Evaluation and decision models with multiple criteria: Case studies". Springer.
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Pirlot, M. (10 March 2015). "Histoires de poids" [Paper presentation]. Séminaire Modélisation des préférences Aide à la décision multicritère, LAMSADE, Université Paris-Dauphine, France.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Pirlot, M., & Prade, H. (2015). "Complétion analogique de préférences obéissant à une intégrale de Choquet" [Paper presentation]. 24es Rencontres francophones sur la logique floue et ses applications, Futuroscope, Poitiers , France.
- Melab, N., Leroy, R., Mezmaz, M., & Tuyttens, D. (2015). "Parallel Branch-and-Bound using private IVM-based work stealing on Xeon Phi MIC coprocessor" [Paper presentation]. International Conference on High Performance Computing & Simulation, Amsterdam, Netherlands.
melab2015HPCS.pdf - Ersek, E., & Pirlot, M. (2015). "Optimal and suboptimal strategies for eliciting the set of sufficient coalitions of criteria" [Paper presentation]. EURO 2015 - 27th European Conference on Operational Research, Glasgow, United Kingdom.
- Brison, V., & Pirlot, M. (2015). "Advances on Choquet integral for maps comparison" [Paper presentation]. EURO 2015 - 27th European Conference on Operational Research, Glasgow, United Kingdom.
- Vandaele, A., & Tuyttens, D. (2015). "A Random-Key Genetic Algorithm for Printing Problems" [Paper presentation]. EURO 2015 - 27th European Conference on Operational Research, Glasgow, United Kingdom.
- Aubert, A., Fortemps, P., & Lecron, F. (2015). "Introduction à l'art de l'ingénieur : fonder une pratique et un projet professionnels : Comment accompagner et évaluer la 'transformation' des étudiants ?" [Paper presentation]. Questions de Pédagogie dans l'Enseignement Supérieur, Brest, France.
- Bensouissi, S., Pirlot, M., EL HIKI, L., & Abed, M. (2015). "Decision support system to minimize the risks of antibiotic prescription using multi criteria support decision method" [Paper presentation]. 29th Conference of the Belgian Operational Research Society (ORBEL 29), University of Antwerp, Belgium.
- Vandaele, A. (2015). "Positive semidefinite factorizations of nonnegative matrices" [Paper presentation]. 29th Conference of the Belgian Operational Research Society (ORBEL 29), University of Antwerp, Belgium.
- Gmys, J., Mezmaz, M., Melab, N., & Tuyttens, D. (2015). "Towards a GPU-based branch-and-bound algorithm using an integer-vector-matrix data structure" [Paper presentation]. ORBEL 29 - Belgian Conference on Operational Research, Antwerp, Belgium.
Colloques et congrès scientifiques/Communication poster
- Vandaele, A. (09 June 2015). "Heuristics for Exact Nonnegative Matrix Factorization" [Poster presentation]. HCM Workshop in low-rank approximation, University of Bonn, Germany.
2014
Périodiques scientifiques/Compte rendu et recension critique d’ouvrage
- Mahmoudi, S., & Tuyttens, D. (2014). Les projets IG : des réalisations en équipe au coeur des besoins de l'entreprise. "Polytech.News", (50).
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Gillis, N. (2014). The Why and How of Nonnegative Matrix Factorization. In "Regularization, Optimization, Kernels, and Support Vector Machines". Chapman Hall / CRC Press.
- Fortemps, P., Lowenthal, F., & Wautié, V. (2014). Computer Simulations of Recursive Exercises for a Nonverbal Communication Device. In "Language and Recursion". Springer.
Périodiques scientifiques/Article
- Sbihi, A., Bellabdaoui, A., & Teghem, J. (20 December 2014). Solving a mixed integer linear program qith set-up for the steel-continous casting planning an scheduling problem. "International Journal of Production Research, 52" (24), 7276-7296.
- Bouyssou, D., & Pirlot, M. (21 November 2014). A note on the asymmetric part of an outranking relation. "International Transactions in Operational Research, 22" (5), 883-912. doi:10.1111/itor.12135
- Tuyttens, D., & Vandaele, A. (02 November 2014). Towards an efficient resolution of printing problems. "Discrete Optimization, 14", 126-146.
AVDTDiscreteOptimization.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 - Mezmaz, M., Mehdi, M., Bouvry, P., Melab, N., Talbi, E.-G., & Tuyttens, D. (01 October 2014). Solving the three dimensional quadratic assignment problem on a computational grid. "Cluster Computing, 17" (2), 205-217.
ClusterComputing2014.pdf - 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 - Mezmaz, M., Leroy, R., Melab, N., & Tuyttens, D. (2014). A multi-core parallel branch-and-bound algorithm using factorial number system. "28th IEEE International Parallel and Distributed Processing Symposium", 1203-1212.
mezmaz2014IPDPS.pdf - 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 - Bouyssou, D., & Pirlot, M. (31 March 2014). A note on the asymmetric part of an outranking relation. "Cahier - Université de Paris-Dauphine, LAMSADE, 351", 1-40.
- Zheng, J., Metchebon, S., Mousseau, V., & Pirlot, M. (28 March 2014). Learning criteria weights of an optimistic Electre Tri sorting rule. "Computers and Operations Research, 49", 28-40.
- 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. doi:10.1109/TPAMI.2013.226
12 Fast and Robust Recursive Algorithms for Separable NMF.pdf - Teghem, J., & Tuyttens, D. (28 January 2014). A bi-objective approach to reschedule new jobs in a one machine model. "International Transactions in Operational Research, 21" (6), 871-898.
Teghem_et_al-2014-International_Transactions_in_Operational_Research.pdf - Lust, T., & Tuyttens, D. (01 January 2014). Variable and large neighborhood search to solve the multiobjective set covering problem. "Journal of Heuristics, 20" (2), 165-188.
JOHThLDT.pdf - 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.
Ouvrages/Ouvrage publié en tant qu’auteur, traducteur, etc.
- Vande Wouwer, A., Saucez, P., & Vilas, C. (2014). "Simulation of ODE/PDE Models with MATLAB, OCTAVE and SCILAB: Scientific and Engineering Applications". Springer.
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- 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.
- Pirlot, M., & Brison, V. (28 October 2014). "A characterization of the Choquet integral when interactions are specified by a graph" [Paper presentation]. Graphs and Decisions Conference, University of Luxemburg, Luxembourg.
- Pirlot, M., Ersek, E., Sobrie, O., & Mousseau, V. (11 October 2014). "Tri multicritère et problèmes combinatoires" [Paper presentation]. Journée en l'honneur de Bernard Monjardet, Université de Paris 1, France.
Colloques et congrès scientifiques/Communication publiée dans un ouvrage
- 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.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Gurrieri, M., Fortemps, P., & Siebert, X. (2014). "Data Generation Techniques for Label Ranking" [Paper presentation]. From Decision Aid to Preference Learning, Paris, France.
- Ersek, E., Sobrie, O., Mousseau, V., & Pirlot, M. (2014). "Listing the families of Sufficient Coalitions of criteria involved in Sorting procedures" [Paper presentation]. From Multiple Criteria Decision Analysis to Preference Learning DA2PL 2014, Ecole Centrale Paris , France.
- Sobrie, O., Mousseau, V., & Pirlot, M. (2014). "Learning the parameters of a majority rule sorting model taking attribute interactions into account" [Paper presentation]. From Multiple Criteria Decision Analysis to Preference Learning DA2PL 2014, Ecole Centrale 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 - 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 - Gillis, N. (2014). "Semidefinite Programming Based Preconditioning for More Robust Near-Separable Nonnegative Matrix Factorization" [Paper presentation]. international Traveling Workshop on Interactions between Sparse models and Technology (iTWIST), Namur, Belgium.
- Brison, V., & Pirlot, M. (2014). "Elicitation of a model of map comparison taking into account geographic aspects" [Paper presentation]. IFORS-2014 20th Conference of the International Federetaion of Operationel Research, Barcelone, Spain.
- Gurrieri, M., Fortemps, P., & Siebert, X. (2014). "Reduction learning techniques for Label Ranking" [Paper presentation]. 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 presentation]. Semidefinite Programming Based Preconditioning for More Robust Near-Separable Nonnegative Matrix Factorization, International Symposium on Mathematical Theory of Networks and Systems (MTNS), Netherlands.
- Vandaele, A., & Tuyttens, D. (2014). "Exact resolution of the Cover Printing problem with a branch and bound algorithm" [Paper presentation]. IFORS-2014 20th Conference of the International Federetaion of Operationel Research, Barcelone, Spain.
- Gillis, N. (2014). "The Why and How of Nonnegative Matrix Factorization" [Paper presentation]. Belgian-Dutch Conference on Machine Learning (BENELEARN), Bruxelles, Belgium.
benelearn2014_submission_1b.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.
- Leroy, R., Mezmaz, M., Melab, N., & Tuyttens, D. (2014). "Work stealing strategies for multi-core parallel branch-and-bound algorithm using factorial number system" [Paper presentation]. PMAM 2014 - International Workshop on Programming Models and Applications for Multicores and Manycores, Orlando, United States - Florida.
PMAM.pdf - Vandaele, A., & Tuyttens, D. (2014). "Exact resolution of the Cover printing problem" [Paper presentation]. ORBEL 28, UMONS, Mons, Belgium.
- Gurrieri, M., Fortemps, P., & Siebert, X. (2014). "Alternative Decomposition Techniques for Label Ranking" [Paper presentation]. 28th Conference on Quantitative Methods for Decision Making-ORBEL 2014, Mons , Belgium.
- Mezmaz, M., Vandaele, A., Tuyttens, D., Itani, S., & Melab, N. (2014). "Towards a Lightning Inspired Meta-Heuristic" [Paper presentation]. ORBEL 28, UMONS, Mons, Belgium.
- Leroy, R., Mezmaz, M., Melab, N., & Tuyttens, D. (2014). "Using factorial number system to solve permutation optimization problems" [Paper presentation]. ORBEL 28, UMONS, Mons, Belgium.
- Brison, V., & Pirlot, M. (2014). "A Choquet integral for the comparison of decisional maps" [Paper presentation]. ORBEL 28, UMONS, Mons, Belgium.
- Siebert, X. (2014). "MediaCycle : A tool for interactive browsing of multimedia libraries" [Paper presentation]. 28th Conference on Quantitative Methods for Decision Making-ORBEL 2014, Mons , Belgium.
Colloques et congrès scientifiques/Communication poster
- Vandaele, A. (23 June 2014). "A refined rectangle covering number as lower bound for extended formulations" [Poster presentation]. The 17th Conference on Integer Programming and Combinatorial Optimization, Bonn, Germany.
posterIPCO-AVandaele.pdf
Documents pédagogiques/Notes de cours et syllabus
- Fortemps, P., & Vast, N. (2014). "Mathématique pour l'Ingénieur 1 et 2 - Analyse - Calcul différentiel et intégral".
2013
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Dhouib, E., Teghem, J., Tuyttens, D., & Loukil, T. (2013). Comparaison de métaheuristiques de recherche locale sur un problème d'optimisation hiérarchique d'un flowshop avec délais entre les opérations d'une même tâche. In B. Jarboui, P. Siarry, J. Teghem, B. Jarboui (Ed.), P. Siarry (Ed.), ... J. Teghem (Ed.), "Métaheuristiques pour l'ordonnancement monocritère des ateliers de production" (pp. 99-128). Editions Hermes Lavoisier.
- Dhouib, E., Teghem, J., Tuyttens, D., & Loukil, T. (2013). A comparison of Local Search Metaheuristics fot a Hierarchical Flow Shop Optimization Problem with Time Lags. In "Automation - Control and industrial engineering series - Metaheuristics for Production Scheduling" (pp. 69-94). ISTE / John Wiley.
Périodiques scientifiques/Article
- Bouyssou, D., & Pirlot, M. (15 November 2013). On the relationship between strict and non-strict outra n king relations. "Cahier - Université de Paris-Dauphine, LAMSADE, 346", 1-72.
- Sobrie, O., Mousseau, V., & Pirlot, M. (12 November 2013). Learning a Majority Rule Model from Large Sets of Assignment Examples. "Lecture Notes in Computer Science, 8176", 336-350.
- Bous, G., & Pirlot, M. (12 November 2013). Learning Multicriteria Utility Functions with Random Utility Models. "Lecture Notes in Computer Science, 8176", 101-115.
- 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 - Sobrie, O., Pirlot, M., & Joerin, F. (01 June 2013). Intégration de la méthode d'aide à la décision ELECTRE TRI dans un système d'information géographique open source. "Revue Internationale de Géomatique, 23" (1), 13-38.
- Sadok, A., Teghem, J., & Chabchoub, H. (2013). Grouping genetic algorithms for a bi-objective inventory routing problem. "International Journal of Multicriteria Decision Making". doi:10.1504/IJMCDM.2013.053731
IJMCDM.2013.053731.pdf - Metchebon, S., Brison, V., & Pirlot, M. (29 April 2013). Two models for comparing decisional maps. "International Journal of Multicriteria Decision Making, 3" (2/3), 129-156.
- Dhouib, E., Teghem, J., & Loukil, T. (01 March 2013). Minimizing the Number of Tardy Jobs in a Permutation Flowshop Scheduling Problem with Setup Times and Time Lags Constraints. "Journal of Mathematical Modelling and Algorithms, 12" (1), 85-99.
- Dhouib, E., Teghem, J., & Loukil, T. (17 January 2013). Lexicographic optimization of a permutation flowshop scheduling problem with time lag constraints. "International Transactions in Operational Research, 20" (2), 213-232. doi:10.1111/j.1475-3995.2012.00876.x
- 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 - Chakroun, I., Mezmaz, M., Melab, N., & Bendjoudi, A. (01 January 2013). Reducing thread divergence in a GPU-accelerated branch-and-bound algorithm. "Concurrency and Computation: Practice and Experience, 25" (8), 1121-1136.
- Chakroun, I., Melab, N., Mezmaz, M., & Tuyttens, D. (01 January 2013). Combining multi-core and GPU computing for solving combinatorial optimization problems. "Journal of Parallel and Distributed Computing, 73" (12), 1563-1577.
JPDC2013.pdf - Tuyttens, D., Fei, H., Mezmaz, M., & Jalwan, J. (01 January 2013). Simulation-based genetic algorithm towards an energy-efficient railway traffic control. "Mathematical Problems in Engineering, 2013", 1-12.
MathProbEng2013.pdf
Ouvrages/Ouvrage publié en tant qu’auteur, traducteur, etc.
- Perny, P., Pirlot, M., & Tsoukias, A. (2013). "Algorithmic Decision Theory: Third International Conference, ADT 2013, Bruxelles, Belgium, November 12-14, 2013, Proceedings". Springer.
- Teghem, J. (2013). "Recherche Opérationnelle. Tome 2 : Gestion de production. Modèles aléatoires. Aide multicritère". Editions Ellipses.
Ouvrages/Ouvrage collectif publié en tant qu’éditeur ou directeur
- Teghem, J., Jarboui, B. (Ed.), Siarry, P. (Ed.), & Teghem, J. (Ed.). (2013). "Metaheuristiques for production scheduling" (Jarboui, B., Siarry, P., ... Teghem, J., Trans.). ISTE-WILEY.
- Jarboui, B., Siarry, P., Teghem, J., Jarboui, B. (Ed.), Siarry, P. (Ed.), & Teghem, J. (Ed.). (2013). "Métaheuristiques pour l'ordonnancement multicritère et les problèmes de transport". Hermes-Lavoisier.
- Jarboui, B., Siarry, P., Teghem, J., Jarboui, B. (Ed.), Siarry, P. (Ed.), & Teghem, J. (Ed.). (2013). "Métaheuristiques pour l'ordonnancement monocritère des ateleirs de production". Editions Hermes Lavoisier.
- Jarboui, B., Siarry, P., & Teghem, J. (Eds.). (2013). "Métaheuristiques pour des problèmes d'ordonnancement multicritère et de transport". Hermès et Lavoisier.
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Ait-Taleb, N., Pirlot, M., & Brison, V. (23 September 2013). "Tutorial on the generation of real data using R and the bnlearn package" [Paper presentation]. 11th Decision Deck Workshop, Ecole centrale, Paris, France.
- Gurrieri, M., Fortemps, P., & Siebert, X. (20 March 2013). "Rule Based Label Ranking" [Paper presentation]. Présentation de 45' pendant le WORKSHOP: UNCERTAINTY IN MACHINE LEARNING, Marburg, Germany.
- Brison, V., & Pirlot, M. (15 January 2013). "Comparing decisional maps" [Paper presentation]. Séminaire : Modélisation des préférences et aide multicritère à la décision, Université Paris-Dauphine, France.
slides.pdf
Colloques et congrès scientifiques/Communication publiée dans un ouvrage
- 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
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Lust, T., & Tuyttens, D. (2013). "Two-phase Pareto local search to solve the biobjective set covering problem" [Paper presentation]. International Conference on Technologies and Applications of Artificial Intelligence, Taipei, Taiwan.
lust2013TAAI.pdf - Gurrieri, M., Fortemps, P., & Siebert, X. (2013). "Label Ranking with Preference Intensity" [Paper presentation]. European Conference on Data Analysis 2013, Luxembourg, Luxembourg.
- Gurrieri, M., Siebert, X., & Fortemps, P. (2013). "Label Ranking with Preference Intensity" [Paper presentation]. 26th European Conference on Operational Research , EURO/INFORMS MMXIII, Rome, Italy.
- Brison, V., & Pirlot, M. (2013). "A Choquet integral for the comparison of decisional maps" [Paper presentation]. 26th European Conference on Operational Research , EURO/INFORMS MMXIII, Rome, Italy.
- Gurrieri, M., Fortemps, P., & Siebert, X. (2013). "Label Ranking with Intensity of Preference" [Paper presentation]. 26th European Conference on Operational Research , EURO/INFORMS MMXIII, Rome, Italy.
- Vandaele, A., Tuyttens, D., Dhouib, E., & Teghem, J. (2013). "A new Branch-and-Bound algorithm for solving bi-objective permutation flowshop problems with time lags" [Paper presentation]. 26th European Conference on Operational Research , EURO/INFORMS MMXIII, Rome, Italy.
- Borzee, F., Mousseau, V., Pirlot, M., Siebert, X., & Viappiani, P. (2013). "Bayesian Recommendations and Utility Elicitation with Intensity of Preference Statements" [Paper presentation]. 26th European Conference on Operational Research , EURO/INFORMS MMXIII, Rome, Italy.
- Sobrie, O., Mousseau, V., & Pirlot, M. (2013). "Learning the Parameters of a Multiple Criteria Sorting Method from Large Sets of Assignment Examples" [Paper presentation]. 22nd International Conference on Multiple Criteria Decision Making, Malaga, Spain.
- Brison, V., & Pirlot, M. (2013). "Elicitation procedures for the comparison of decisional maps" [Paper presentation]. 22nd International Conference on Multiple Criteria Decision Making, .
- Brison, V., & Pirlot, M. (2013). "Elicitation procedures for the comparison of decisional maps" [Paper presentation]. ORBEL 27, Kortrijk, Belgium.
- Vandaele, A., & Tuyttens, D. (2013). "A branch and bound algorithm for a lexicographic optimization of a bi-objective permutation flowshop with time lags" [Paper presentation]. ORBEL 27, Kortrijk, Belgium.
A branch and bound algorithm for a lexicographic optimization of a bi-objective permutation flowshop with time lags.pdf - Dhouib, E., Tuyttens, D., Teghem, J., & Loukil, T. (2013). "Lexicographic optimization of a bi-objective permutation flow shop with time lags" [Paper presentation]. ORBEL 27, Kortrijk, Belgium.
Lexicographic optimization of a bi-objective permutation flow shop with time lags.pdf - Frisson, C., Dupont, S., Moinet, A., Picard, C., Ravet, T., Siebert, X., & Dutoit, T. (2013). "VideoCycle: user-friendly navigation by similarity in video databases" [Paper presentation]. Proceedings of the Multimedia Modeling Conference (MMM), Video Browser Showdown session, Huangshan, China.
VideoCycleMMMVBS2013.pdf - Pompili, F., Gillis, N., Absil, P.-A., & Glineur, F. (2013). ONP-MF: An Orthogonal Nonnegative Matrix Factorization Algorithm with Application to Clustering. "European Symposium on Artificial Neural Networks".
05 ONP-MF An Orthogonal Nonnegative Matrix Factorization Algorithm with Application to Clustering.pdf
Colloques et congrès scientifiques/Communication poster
- Tuyttens, D., Godart, J.-M., Mezmaz, M., & Van Sevenant, M. (09 December 2013). "Logistique ferroviaire : Optimiser la consommation électrique (Projets GreenRail I et II)" [Poster presentation]. Lab'Insight, UMONS, FPMs, Belgium.
- Tuyttens, D., Mezmaz, M., Godart, J.-M., & Van Sevenant, M. (12 March 2013). "GreenRail : Economies d'énergie dans le transport ferroviaire" [Poster presentation]. Matinée des chercheurs (MDC 2013), Mons, Belgium.
- Brison, V., & Pirlot, M. (12 March 2013). "Comparing decisional maps" [Poster presentation]. Matinée des chercheurs ( MDC'2013), Mons, Belgium.
- Malengreau, E., & Vast, N. (01 March 2013). "Les ateliers transdisciplinaires des assistants pédagogiques du Qapp : Conception et animation" [Poster presentation]. La matinée des chercheurs 2013, Mons, Belgium.
2012
Périodiques scientifiques/Lettre à l’éditeur
- Sobrie, O., & Pirlot, M. (01 October 2012). Implementation of ELECTRE TRI in an Open Source GIS [letter to the editor]. "European Working Group 'Multiple Criteria Decision Aiding' Newsletter, Series 3" (26), 14--18.
ewg-mcda-fall2012-mpi-oso.pdf
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Mancas, M., De Beul, D., Riche, N., & Siebert, X. (2012). Human Attention Modelization and Data Reduction. In "Video Compression". InTech.
- Mezmaz, M., Melab, N., & Tuyttens, D. (2012). A multi-threaded branch-and-bound algorithm for solving the flow-shop problem on a multi-core environment. In "Large Scale Network-centric Computing Systems" (pp. 53-70). Wiley-IEEE Computer Society Press.
Périodiques scientifiques/Article
- Gillis, N. (01 December 2012). Sparse and Unique Nonnegative Matrix Factorization Through Data Preprocessing. "Journal of Machine Learning Research, 13" (2012), 3349-3386.
08 Sparse and Unique Nonnegative Matrix Factorization Through Data Preprocessing.pdf - Gurrieri, M., Siebert, X., Fortemps, P., Greco, S., & Slowinski, R. (24 November 2012). Label Ranking: A New Rule-Based Label Ranking Method. "Communications in Computer and Information Science, 297", 613-623.
PAPER-268.pdf - Gillis, N., & Glineur, F. (13 April 2012). On the Geometric Interpretation of the Nonnegative Rank. "Linear Algebra and its Applications, 437" (11), 2685-2712.
07 On the Geometric Interpretation of the Nonnegative Rank.pdf - Gillis, N., & Plemmons, R. (09 April 2012). Sparse nonnegative matrix underapproximation and its application to hyperspectral image analysis. "Linear Algebra and its Applications, 438" (10), 3991-4007.
06 Sparse NMU and its application to HSI.pdf - Lust, T., & Teghem, J. (06 February 2012). The Multi-objective knapsack problem: a survey and a new approach. "International Transactions in Operational Research, 19" (4), 495-520. doi:10.1111/j.1475-3995.2011.00840.x
- Gillis, N., & Glineur, F. (01 January 2012). Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization. "Neural Computation, 24" (4), 1085-1105.
05 Accelerated MU and HALS Algorithms for NMF.pdf
Ouvrages/Ouvrage publié en tant qu’auteur, traducteur, etc.
- Teghem, J. (2012). "La recherche opérationnelle Tome 1 : Les méthodes d'optimisation". Editions Ellipses.
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Dhouib, E., Teghem, J., Tuyttens, D., & Loukil, T. (27 October 2012). "Metaheuristic approaches for the floxshop scheduling problem with time lags and secondary criterion" [Paper presentation]. MEAT'12 : International conference on metaheuristics and nature inspired computing, Port El-Kantaoui, Unknown/unspecified.
- Vandaele, A. (06 July 2012). "NNLS Methods Applied to the Non-Negative Matrix Factorization Problem" [Paper presentation]. 10th EUROPT Workshop, Siauliai, Lithuania.
- Teghem, J. (11 June 2012). "Multiobjective combinatorial Optimization" [Paper presentation]. CORS/MOPG Conference, Niagara Falls, Canada.
- Pirlot, M., Bouyssou, D., & Marchant, T. (03 April 2012). "A conjoint measurement approach to the discrete Sugeno integral" [Paper presentation]. INTERACTIONS OF AGGREGATION FUNCTIONS WITH DECISION MAKING, Université de Luxembourg, Luxembourg.
ColloquiumLuxembourgApril2012.pdf - Vandaele, A. (01 March 2012). "Linear Least Squares with different types of constraints" [Paper presentation]. Mathematical Programming Seminar, La Roche-en-Ardenne, Belgium.
Colloques et congrès scientifiques/Communication publiée dans un ouvrage
- Pirlot, M., Gurrieri, M., & Siebert, X. (2012). "DA2PL'2012: From Multiple Criteria Decision Aid to Preference Learning" [Paper presentation]. From Multiple Criteria Decision Aid to Preference Learning DA2PL 2012, Mons, Belgium.
Proceedings DA2PL.pdf
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Melab, N., Chakroun, I., Mezmaz, M., & Tuyttens, D. (2012). "A GPU-accelerated Branch-and-Bound Algorithm for the Flow-Shop Scheduling Problem" [Paper presentation]. IEEE International Conference on Cluster Computing, Beijing, China.
melab2012ClusterC.pdf - Sobrie, O., Mousseau, V., & Pirlot, M. (2012). "Learning the parameters of a multiple criteria sorting method from large sets of assignment examples" [Paper presentation]. From Multiple Criteria Decision Aid to Preference Learning DA2PL 2012, Mons, Belgium.
p21-31.pdf - Gurrieri, M., Siebert, X., Fortemps, P., Slowinski, R., & Greco, S. (2012). "Reduction from Label Ranking to Binary Classification" [Paper presentation]. From Multiple Criteria Decision Aid to Preference Learning DA2PL 2012, Mons, Belgium.
p3-13.pdf - Meyer, P., & Pirlot, M. (2012). "On the expressiveness of the additive value function and the Choquet integral models" [Paper presentation]. From Multiple Criteria Decision Aid to Preference Learning DA2PL 2012, Mons, Belgium.
p48-56.pdf - Gurrieri, M., & Fortemps, P. (2012). "Label Ranking: A Rule-based Method for Label Ranking" [Paper presentation]. 14th IPMU, Catania, Italy.
IPMU_Catane-v2.pdf - Gurrieri, M., Fortemps, P., Slowinski, R., & Greco, S. (2012). "A New Rule-based Method for Label Ranking" [Paper presentation]. Congrès EURO XXV, Vilnius, Lithuania.
- Brison, V., & Pirlot, M. (2012). "Comparing decisional maps" [Paper presentation]. Congrès EURO XXV, Vilnius, Lithuania.
slides.pdf - Vandaele, A. (2012). "Linear least squares with different types of constraints: effectiveness of methods" [Paper presentation]. Congrès EURO XXV, Vilnius, Lithuania.
- Teghem, J., & Tuyttens, D. (2012). "A bi-objective approach to reschedule new jobs in a one machine model" [Paper presentation]. EURO XXV, Vilnius, Lithuania.
- Manel, M., & Teghem, J. (2012). "An algorithm for the parallel machine problem with eligibility and release and delivery times" [Paper presentation]. MOSIM Conference, Bordeaux, France.
- Brison, V., & Pirlot, M. (2012). "Comparing decisional maps" [Paper presentation]. ORBEL 26, Bruxelles, Belgium.
slides.pdf - Gurrieri, M. (2012). "A New Rule-based Method for Label Ranking" [Paper presentation]. ORBEL 26, Bruxelles, Belgium.
Orbel26_MG.pdf - Gillis, N., Plemmons, R., & Zhang, Q. (2012). Priors in Sparse Recursive Decompositions of Hyperspectral Images. "Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery".
04 Priors in Sparse Recursive Decompositions of HSI.pdf
Colloques et congrès scientifiques/Communication poster
- Brison, V., & Pirlot, M. (01 March 2012). "Comparing decisional maps" [Poster presentation]. Matinée des chercheurs (MDC 2012) - Research Fair 2012, Bruxelles, Belgium.
Documents pédagogiques/Notes de cours et syllabus
- Malengreau, E., Vast, N., & Wattiaux, D. (2012). "Notations utilisées en analyse vectorielle en BA1".
- Malengreau, E., Vast, N., & Wattiaux, D. (2012). "À propos des équations différentielles".
2011
Périodiques scientifiques/Compte rendu et recension critique d’ouvrage
- Tuyttens, D., Fei, H., Mezmaz, M., & Jalwan, J. (30 November 2011). GREENRAIL : un rail plus vert ! "Polytech News, 46".
- Mezmaz, M., & Tuyttens, D. (30 November 2011). Ordonnancement moins énergivore de tâches dans les systèmes de calcul en nuage. "Polytech News, 46".
Périodiques scientifiques/Article
- Teghem, J., Sadok, A., & Chabchoub, S. (14 November 2011). A hybrid grouping genetic algorithms for the inventory routing problem with multi-tours of the vehicle. "International Journal of Combinatorial Optimization Problems and Informatics, 1" (2), 42-61.
- Mezmaz, M., Melab, N., Kessaci, Y., Lee, Y. C., Talbi, E.-G., Zomaya, A. Y., & Tuyttens, D. (01 November 2011). A parallel bi-objective hybrid metaheuristic for energy-aware scheduling for cloud computing systems. "Journal of Parallel and Distributed Computing, 71" (11), 1497-1508.
JPDC2011.pdf - Vallée, F., Brunieau, G., Pirlot, M., Deblecker, O., & Lobry, J. (01 November 2011). Optimal wind clustering methodology for adequacy evaluation in system generation studies using non sequential Monte Carlo simulation. "IEEE Transactions on Power Systems, 26" (4), 2173-2184.
05764850.pdf - Leroy, A., Mousseau, V., & Pirlot, M. (15 October 2011). Learning the parameters of a multiple criteria sorting method based on a majority rule. "Lecture Notes in Computer Science, 6992", 219-233.
ADT-2011-19MaiRevisedMP.pdf - Gillis, N., & Glineur, F. (22 September 2011). A multilevel approach for nonnegative matrix factorization. "Journal of Computational and Applied Mathematics, 236" (7), 1708-1723.
04 A Multilevel Approach for Nonnegative Matrix Factorization.pdf - Gillis, N., & Glineur, F. (25 June 2011). Low-Rank Matrix Approximation with Weights or Missing Data is NP-hard. "SIAM Journal on Matrix Analysis and Applications, 32" (4), 1149-1165.
03 Low-Rank Matrix Approximtion with Weights or Missing Data is NP-hard.pdf - Kessaci, Y., Mezmaz, M., Melab, N., Talbi, E.-G., & Tuyttens, D. (23 June 2011). Parallel Evolutionary Algorithms for Energy Aware Scheduling. "Studies in Computational Intelligence, 362", 75-100.
Chap4Kessaci.pdf - Dupont, S., Frisson, C., Urbain, J., Mahmoudi, S., & Siebert, X. (01 March 2011). MEDIABLENDER : INTERACTIVE MULTIMEDIA SEGMENTATION. "Quarterly Progress Scientific Report of the Numediart Research Program, 4" (1), 1-6.
numediart_2011_s13_p1_report.pdf - Gillis, N., & Plemmons, R. (01 February 2011). Dimensionality Reduction, Classification, and Spectral Mixture Analysis using Nonnegative Underapproximation. "Optical Engineering, 50" (2), 027001.
02 Dimensionality reduction classification and spectral mixture analysis using non-negative underapproximation.pdf - Lust, T., Teghem, J., & Tuyttens, D. (01 January 2011). Very-large scale neighborhood search for solving multi-objective combinatorial optimization problems. "Lecture Notes in Computer Science, 6576", 254-268.
LNCSThLJTDT.pdf
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Pirlot, M. (01 December 2011). "Learning multicriteria preference models: An experimental analysis and its consequences" [Paper presentation]. Seminar on Decision support for multi-objective management problems, Helmut Schmidt Universität, Hamburg, Germany.
- Brison, V., & Pirlot, M. (18 November 2011). "Comparaison de cartes décisionnelles" [Paper presentation]. Séminaires pour jeunes doctorants, Faculté des Sciences de l'UMons, Belgium.
- Sobrie, O., & Pirlot, M. (06 October 2011). "Integration of decision aid tools in a geographical information system" [Paper presentation]. 74èmes journées du Groupe de Travail Européen 'Aide Multicritère à la Décision', Haute Ecole d'Ingénierie et de Gestion du Canton de Vaud (HEIG-VD) à Yverdon-les-Bains, Switzerland.
- Lowenthal, F., Fortemps, P., & Wautie, V. (04 September 2011). "Brain and language acquistion research : Construction of recursive exercises for non verbal communication devices" [Paper presentation]. 17th Meeting of the european society for cognitive psychology (ESCOP 2011), San Sebastian, Spain.
Brain and language acquisition research.pdf - Pirlot, M. (25 May 2011). "Présentation du Forum de Statistique en BA3 Ingénieur" [Paper presentation]. Environnements Informatiques pour l'Apprentissage Humain, Mons, Belgium.
- Sobrie, O., & Pirlot, M. (13 April 2011). "XMCDA Webservice for inference of Bouyssou-Marchant ELECTRE Tri's model: Experimentations and integration with Quantum GIS ELECTRE TRI's plugin" [Paper presentation]. 8th Decision Deck Workshop, Università di Corsica Pasquale Paoli, Corte, Corse, France.
- Mezmaz, M., Tuyttens, D., Jalwan, J., & Fei, H. (22 March 2011). "GREENRAIL : Optimisation Energétique Ferroviaire" [Paper presentation]. Troisième journée scientifique du Pôle Hainuyer, Ath, Belgium.
- Lowenthal, F., Fortemps, P., & Wautie, V. (16 March 2011). "Brain and Lanquage Acquisition research : Construction of recursive exercises for Non Verbal Communication Devices" [Paper presentation]. Language and Recursion, Université de Mons, Mons, Belgium.
- Fortemps, P., Malengreau, E., Pirlot, M., Ramon, F., Vast, N., & Wattiaux, D. (16 March 2011). "Calcul d'erreur, précisions des méthodes numériques, tolérances en usinage, nombres flous: des problématiques parentes" [Paper presentation]. Journée des professeurs de math, UMons/FPMs, Belgium.
- Fei, H., Tuyttens, D., Jalwan, J., & Mezmaz, M. (01 March 2011). "Greenrail Energy Manager: Une Gestion Optimale du Trafic Ferroviaire. Recherche Opérationnelle et Transport Ferroviaire" [Paper presentation]. 12e Congrès annuel de la Société française de Recherche Opérationnelle et d'Aide à la Décision, Saint-Etienne, France.
- Pirlot, M. (15 February 2011). "Apprentissage des paramètres d'une méthode de tri multicritère. : Une étude expérimentale et les questions qu'elle suscite" [Paper presentation]. Séminaire Modélisation des préférences et aide multicritère à la décision, LAMSADE, Université Paris Dauphine, Paris, France.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Pirlot, M., Bouyssou, D., & Marchant, T. (2011). "Diversity Management: research challenges" [Paper presentation]. 2nd International Conference on Algorithmic Decision Theory, New Jersey, United States.
- Leroy, A., Pirlot, M., & Mousseau, V. (2011). "Learning the parameters of a multiple criteria sorting method based on a majority rule" [Paper presentation]. Second International Conference Algorithmic Decision Theory, ADT 2011, Piscataway, United States - New Jersey.
ADT-2011-19MaiRevisedMP.pdf - Brison, V., & Pirlot, M. (2011). "Comparaison de cartes décisionnelles" [Paper presentation]. 74èmes journées du Groupe de Travail Européen 'Aide Multicritère à la Décision', Haute Ecole d'Ingénierie et de Gestion du Canton de Vaud (HEIG-VD) à Yverdon-les-Bains, Switzerland.
- Dupont, S., Frisson, C., Leroy, J., Moinet, A., Ravet, T., Siebert, X., & Urbain, J. (2011). "LoopJam" [Paper presentation]. NEM 2011, Torino, Italy.
- Frisson, C., Dupont, S., Siebert, X., & Dutoit, T. (2011). "Similarity in media content: digital art perspectives" [Paper presentation]. ISEA 2011, Istanbul, Turkey.
- Teghem, J., & Tuyttens, D. (2011). "A Bi-objective Approach to Reschedule New Jobs in an One Machine Model" [Paper presentation]. IFORS 2011 - 19th Triennial Conference of the International Federation of Operational Research Societies, Melbourne, Australia.
- Vallée, F., Brunieau, G., Pirlot, M., Deblecker, O., & Lobry, J. (2011). "Optimal Wind Clustering Methodology for Electrical Network Adequacy Studies Using Non Sequential Monte Carlo Simulation" [Paper presentation]. 3rd IEEE International Conference on Clean Electrical Power, ICCEP 2011, Ischia, Italy.
SB331.pdf - Fei, H., Tuyttens, D., Mezmaz, M., & Jalwan, J. (2011). "An energy-conscious greedy heuristic to solve the train control problem" [Paper presentation]. ORBEL 25, Gand, Belgium.
- Gurrieri, M., & Fortemps, P. (2011). "Preference Ranking Learning: Application to a Human Resources Problem" [Paper presentation]. ORBEL25, Ghent, Belgium.
- Pirlot, M. (2011). "Conjoint measurement and valued relations" [Paper presentation]. 32nd Linz Seminar on Fuzzy Set Theory, Linz, Austria.
- Gillis, N., & Plemmons, R. (2011). Sparse Nonnegative Matrix Underapproximation and its Application for Hyperspectral Image Analysis. "worskshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing".
03 Sparse NMU for HSI.pdf
Colloques et congrès scientifiques/Communication poster
- Vandaele, A., & Tuyttens, D. (22 March 2011). "Extending a GRASP technique from printing problems to the cutting stock problem" [Poster presentation]. 6ème édition de la Matinée des Chercheurs (MDC 2011), Mons, Belgium.
poster Arnaud Vandaele MDC2011.pdf
2010
Périodiques scientifiques/Compte rendu et recension critique d’ouvrage
- Teghem, J. (01 September 2010). Metaheuristics. From design to implementation. "European Journal of Operational Research, 205" (2), 486-487. doi:10.1016/j.ejor.2009.12.010
j.ejor.2009.12.010.pdf
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Lust, T., & Teghem, J. (2010). The multiobjective traveling salesman problem: a survey and a new approach. In "Advances in multi-objective nature inspired computing" (pp. 119-142). Springer Verlag.
Périodiques scientifiques/Article
- Öztürk, M., Pirlot, M., & Tsoukias, A. (02 December 2010). Representing preferences using intervals. "Artificial Intelligence, 175" (7-8), 1194-1222. doi:10.1016/j.artint.2010.11.013
AIJ2010.pdf - Chaabane, D., & Pirlot, M. (01 November 2010). A method for optimizing over the efficient set. "Journal of Industrial and Management Optimization, 6" (4), 811-823.
ChaabanePirlotJIMO2010.pdf - Mezmaz, M., Kessaci, Y., Lee, Y. C., Melab, N., Talbi, E.-G., Zomaya, A. Y., & Tuyttens, D. (2010). A Parallel Island-based Hybrid Genetic Algorithm for Precedence-constrained Applications to Minimize Energy Consumption and Makespan. "Proceedings - IEEE/ACM International Workshop on Grid Computing 2010, Article number 5697985, Pages 274-281 2010 11th IEEE/ACM International Conference on Grid Computing", 274-281.
mezmaz2010ACM.pdf - Bous, G., Fortemps, P., Glineur, F., & Pirlot, M. (16 October 2010). ACUTA: a novel method for eliciting additive value functions on the basis of holistic preference statements. "European Journal of Operational Research, 2" (206), 435-444.
- Tardieu, D., Siebert, X., Mazzarino, B., Chessini Bose, R., Dubois, J., Dupont, S., Varni, G., & Visentin, A. (01 September 2010). Browsing a dance video collection: dance analysis and interface design. "Journal on Multimodal User Interfaces, 4" (1), 37-46.
- Elloumi, S., & Fortemps, P. (16 August 2010). A hybrid rank-based evolutionary algorithm applied to multimode resource-constrained project scheduling problem. "European Journal of Operational Research, 1", 31-41.
- Tuyttens, D., & Vandaele, A. (01 April 2010). Using a greedy random adaptative search procedure to solve the cover printing problem. "Computers and Operations Research, 37" (4), 640-648. doi:10.1016/j.cor.2009.06.006
DTAV-COR2010.pdf - Gillis, N., & Glineur, F. (01 April 2010). Using underapproximations for sparse nonnegative matrix factorization. "Pattern Recognition, 43" (4), 1676-1687.
01 Using underapproximations for sparse nonnegative matrix factorization.pdf - Fei, H., Meskens, N., & Chu, C. (01 January 2010). A planning and scheduling problem for an operating theatre using an open scheduling strategy. "Computers and Industrial Engineering, 58", 221-230.
- Besbes, W., Teghem, J., & Loukil, T. (01 January 2010). A genetic algorithm to minimize the makespan in the k-stage hybrid flow shop scheduling problem. "Foundations of Computing and Decision Sciences, 32" (1), 3-25.
- Lust, T., & Teghem, J. (01 January 2010). Two-phase Pareto local search for the biobjective traveling salesman problem. "Journal of Heuristics, 16" (3), 475-510.
- Chufan, E., Prigge, S., Siebert, X., Eipper, B., Mains, R., & Amzel, L. (2010). Differential reactivity between two copper sites in peptidylglycine alpha-hydroxylating monooxygenase (PHM). "Journal of the American Chemical Society".
Ouvrages/Ouvrage publié en tant qu’auteur, traducteur, etc.
- Mezmaz, M. (2010). "Methodes d'Optimisation Combinatoire sur Grilles de Calcul : Une approche efficace pour le passage sur grilles de calcul de méthodes d'optimisation combinatoire". Editions universitaires europeennes.
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Pirlot, M. (02 December 2010). "Decision aiding in geographical contexts" [Paper presentation]. Evidence-based policy making, Université Paris Dauphine, France.
- Mezmaz, M., Tuyttens, D., Fei, H., & Jalwan, J. (30 October 2010). "Towards the State-of-the-Art of the Use of Genetic Algorithms to Solve Energy-Conscious Train Control Problem" [Paper presentation]. International Conference on Metaheuristics and Nature Inspired Computing, Djerba Island, Tunisia.
meta2010_trains.pdf - Mezmaz, M., Kessaci, Y., Lee, Y. C., Melab, N., Talbi, E.-G., Zomaya, A. Y., & Tuyttens, D. (28 October 2010). "A Parallel Bi-objective Hybrid Genetic Algorithm to Minimize Energy Consumption and Makespan Using Dynamic Voltage Scaling" [Paper presentation]. International Conference on Metaheuristics and Nature Inspired Computing, Djerba Island, Tunisia.
meta2010_processors.pdf - Vast, N. (14 October 2010). "Expériences de pratiques innovantes dans les travaux pratiques : Un atelier transdisciplinaire sur le calcul d'erreurs" [Paper presentation]. Formation pédagogique du corps scientifique, Charleroi-Parentville, Belgium.
- Pirlot, M., Mousset, A., & Metchebon, S. (06 October 2010). "Présentation d'un prototype réalisé sous Excel d'un logiciel de comparaison de cartes représentant l'état d'un territoire" [Paper presentation]. 7th Decision Deck Workshop, Université Paris Dauphine, France.
- Sobrie, O., & Pirlot, M. (06 October 2010). "Implementation of Electre Tri method for an open source geographical system (Quantum GIS)" [Paper presentation]. 7th Decision Deck Workshop, Université Paris Dauphine, France.
- Fei, H., Tuyttens, D., Mezmaz, M., & Jalwan, J. (01 September 2010). "The state-of-art about energy-efficient railway traffic control" [Paper presentation]. International Conference Operations Research, Munich, Germany.
OR2010.pdf - Elloumi, S., Fortemps, P., & Loukil, T. (12 July 2010). "Benchmark generators for reactive multi-mode project scheduling problem after a mode modification" [Paper presentation]. EURO 2010, Lisbonne, Portugal.
- Tuyttens, D., Mezmaz, M., Jalwan, J., & Fei, H. (07 May 2010). "Le projet GREENRAIL : Recherches en optimisation" [Paper presentation]. Seconde journée scientifique du Pöle Hainuyer, Mons, Belgium.
- Tardieu, D., Siebert, X., Mazzarino, B., & Blumenthal, B. (01 April 2010). "An interactive installation for browsing an dance video database" [Paper presentation]. Le Fresnoy, Studio National des Arts Contemporains, Tourcoing, Tourcoing, France.
- Roy, B., Marchant, T., Slowinski, R., & Pirlot, M. (26 March 2010). "How to assign numerical values to different parameters that aim at differentiating the role that the criteria have to play in a comprehensive preference model?" [Paper presentation]. 71th Meeting of the European Working group 'MCDA', Torino, Italy.
- Vast, N. (05 March 2010). "Évaluations précoces à la Polytech : Les e-tests à la Polytech" [Paper presentation]. Journée e-learning du Pôle Hainuyer, Mons, Belgium.
- Mezmaz, M. (23 February 2010). "Nouvelles approches pour le passage sur grilles de calcul de méthodes d'optimisation combinatoire" [Paper presentation]. Midis de MathRO, .
- Mezmaz, M., Fei, H., Jalwan, J., & Tuyttens, D. (11 February 2010). "GreenRail : vers un système ferroviaire moins énergivore" [Paper presentation]. Midis de MathRO, .
- Teghem, J., Elaoud, S., & Loukil, T. (01 January 2010). "Multiple crossover genetic algorithm for the multiobjective travelling salesman problem" [Paper presentation]. Conférence ISCO, Hammamet, Tunisie, .
- Dhouib, E., Teghem, J., & Loukil, T. (01 January 2010). "A bicriteria flowshop scheduling problem with time lag constraints" [Paper presentation]. Conférence MOPGP, Sousse, Tunisie, Sousse, Tunisia.
- Sadok, A., Teghem, J., & Chabchoub, S. (01 January 2010). "Grouping genetic algorithms for a bi-objective inventory routing problem" [Paper presentation]. Conférence MOPGP, Sousse, Tunisie, Sousse, Tunisia.
- Lust, T., & Teghem, J. (01 January 2010). "Combining metaheuristics and exact methods to solve the multiobjective multidimensional knapsack problem" [Paper presentation]. ORBEL 24, Liège, Liège, Belgium.
- Teghem, J., & Lust, T. (01 January 2010). "The multiobjective multidimensional knapsack problem: a survey and a new approach" [Paper presentation]. MOPGP 2010, Sousse, Tunisie, Sousse, Tunisia.
- Lust, T., & Teghem, J. (01 January 2010). "Large neighborhood search for solving the multiobjective multidimensional knapsack problem" [Paper presentation]. Conférence EURO 2010, Lisbonne, Portugal, Lisbonne, Portugal.
- Besbes, W., Loukil, T., & Teghem, J. (01 January 2010). "A two-stage flow shop with parallel dedicated machines" [Paper presentation]. Conférence MOSIM, Hammamet, Tunisie, Hammamet, Tunisia.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Besbes, W., Teghem, J., & Loukil, T. (2010). "Scheduling three stages flow shop with parallel machines and transportation times" [Paper presentation]. Conference Meta 2010, Djerba, Tunisia.
- Dhouib, E., Teghem, J., & Loukil, T. (2010). "Comparison of local search methods to minimize the number of tardy jobs in a flowshop with time-lags" [Paper presentation]. Conference Meta 2010, Djerba, Tunisia.
- Pirlot, M., & Leroy, A. (2010). "Apprentissage des paramètres d'une méthode multicritère de tri ordonné" [Paper presentation]. MCDA 72, 72èmes Journées du Groupe de Travail Européen sur l'Aide Multicritère à la décision, Ecole Centrale, Paris, France.
- Mezmaz, M., Lee, Y. C., Melab, N., Talbi, E.-G., & Zomaya, A. Y. (2010). "A Bi-objective Hybrid Genetic Algorithm to Minimize Energy Consumption and Makespan for Precedence-constrained Applications Using Dynamic Voltage Scaling" [Paper presentation]. IEEE Congress on Evolutionary Computation (IEEE CEC 2010) in conjunction with IEEE WCCI 2010, Barcelone, Spain.
- Gurrieri, M., & Fortemps, P. (2010). "How to establish a mathematical relationship between temperament and competences? From a classification problem to a label ranking problem" [Paper presentation]. EURO 2010, Lisbonne, Portugal.
- Tuyttens, D., & Vandaele, A. (2010). "A grasp algorithm to solve the label printing problem" [Paper presentation]. Congrès EURO XXIV Lisbonne, Portugal, Portugal.
- Frisson, C., Dupont, S., Siebert, X., Tardieu, D., Dutoit, T., & Macq, B. (2010). "DeviceCycle: rapid and reusable prototyping of gestural interfaces, applied to audio browsing by similarity" [Paper presentation]. Conference on New Interfaces for Musical Expression, Sydney, Australia.
DeviceCycle-NIME-2010-100204.pdf - Tardieu, D., Siebert, X., Mazzarino, B., & Blumenthal, B. (2010). "An interactive installation for browsing a dance video database" [Paper presentation]. IEEE International Conference on Multimedia & Expo, Singapore.
2354.pdf - Lecron, F., Manneback, P., & Tuyttens, D. (2010). "Exploiting Grid Computation for Solving the Vehicle Routing Problem" [Paper presentation]. ACS/IEEE International Conference on Computer Systems and Applications, Hammamet, Tunisia.
2010_FL_PM_DT_IEEE.pdf - Besbes, W., Teghem, J., & Loukil, T. (2010). "A two-stage flow shop with parallel dedicated machines" [Paper presentation]. Conference Mosim'2010, Hammamet, Tunisia.
- Dupont, S., Frisson, C., Siebert, X., & Tardieu, D. (2010). "Browsing sound and music librairies by similarity" [Paper presentation]. 128th Convention of the Audio Engineering Society, .
AES-2010.pdf - Pirlot, M., Schmitz, H., & Meyer, P. (2010). "An empirical comparison of the expressiveness of the additive value function and the Choquet integral models for representing rankings" [Paper presentation]. 25th Mini EURO Conference, Uncertainty and Robustness in Planning and Decision Making, Coimbra, Portugal.
Pirlot_Schmitz_Meyer2.pdf - Metchebon, S., & Pirlot, M. (2010). "Comparing decisional maps" [Paper presentation]. 25th Mini EURO Conference, Uncertainty and Robustness in Planning and Decision Making, Coimbra, Portugal.
Metchebon_Pirlot.pdf - Dhouib, E., Teghem, J., & Loukil, T. (2010). "A simulated annealing algorithm for the flow shop scheduling problem with time-lags constraints minimizing the number of tardy jobs" [Paper presentation]. Conference ISCO 2010, Hammamet, Tunisia.
- Fei, H., El-Darzi, E., & Meskens, N. (2010). "Evaluating alternative surgery strategies with discrete-event simulation model" [Paper presentation]. IEEE Workshop on Healthcare Management (IEEE WHCM), Venise, Italy.
- Teghem, J., & Tuyttens, D. (2010). "A biobjective approach for rescheduling a flowshop" [Paper presentation]. Conférence EURO, Lisbonne, Portugal, Lisbonne, Portugal.
- Teghem, J., Dhouib, E., Tuyttens, D., & Loukil, T. (2010). "Comparison of two metaheuristics for biobjective flowshop with time lags" [Paper presentation]. Conférence EURO, Lisbonne, Portugal, Lisbonne, Portugal.
- Gillis, N., & Plemmons, R. (2010). Dimensionality Reduction, Classification, and Spectral Mixture Analysis using Nonnegative Underapproximation. "Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery".
02 Dimensionality Reduction, Classification, and Spectral Mixture Analysis using NMU.pdf
Documents pédagogiques/Notes de cours et syllabus
- Malengreau, E., Ramon, F., & Vast, N. (2010). "Petite mise au point sur le calcul d'erreur : Atelier transdisciplinaire du Qap-Polytech".
- Vast, N. (2010). "Math 1 - Math 2 - Exercices d'Algèbre : BA1 - Fpms - UMons".
- Vast, N. (2010). "Math 1 - Calcul différentiel et intégral - Exercices : BA1 - Fpms - UMons".
- Vast, N. (2010). "Math 2 - Calcul différentiel et intégral - Exercices : BA1 - Fpms - UMons".
2009
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Teghem, J. (2009). Multiple objective linear programming. In "Decision-making process (concepts and methods)" (pp. 199-264). ISTE / John Wiley.
- Silvestre-Brac, B., Semay, C., & Buisseret, F. (2009). A conjoint measurement approach to the discrete Sugeno integral. In "The mathematics of preference. Essays in honor of Peter C. Fishburn" (pp. 85-109). Springer Berlin/Heidelberg.
main_tm_11_01_08.pdf - Pirlot, M., & Bouyssou, D. (2009). Conjoint measurement models for preference relations. In "Concepts and methods of decision making" (pp. 617-672). Wiley.
MainNewStyleDeci.pdf
Périodiques scientifiques/Article
- Logist, F., Saucez, P., Van Impe, J., & Vande Wouwer, A. (15 December 2009). Simulation of (Bio)chemical processess with distributed parameters using MATLAB. "Chemical Engineering Journal, 155", 603-616.
1-s2.0-S1385894709005841-main.pdf - Tardieu, D., Dubois, J., Chessini Bose, R., Dupont, S., Mazzarino, B., Hidot, S., Moinet, A., Siebert, X., Varni, G., & Visentin, A. (01 September 2009). Video Navigation Tool: Application to browsing a database of dancers' performances. "Quarterly Progress Scientific Report of the Numediart Research Program, 2" (3), 85-90.
numediart_2009_s07_p2_report.pdf - Saucez, P., Some, L., & Vande Wouwer, A. (01 September 2009). MATLAB implementation of a moving grid algorithm based on the equidistribution principle. "Applied Mathematics and Computation, 215", 1821-1829.
1-s2.0-S0096300309006821-main.pdf - Siebert, X., & Navaza, J. (01 July 2009). Urox 2.0: an interactive tool for fitting atomic models into electron microscopy reconstructions. "Acta Crystallographica. Section D, Biological Crystallography, 65", 651-658. doi:10.1107/S0907444909008671
Urox2_2009.pdf - Dupont, S., Dubuisson, T., Mills, J., Moinet, A., Siebert, X., Tardieu, D., & Urbain, J. (26 June 2009). LaughterCycle. "Quarterly Progress Scientific Report of the Numediart Research Program, 2" (2), 23-32.
numediart_2009_s06_p1_report.pdf - Teghem, J., & Souaï, N. (01 June 2009). Genetic algorithm based approach for the integrated airline crew-pairing and rostering problem. "European Journal of Operational Research, 199" (3), 674-683.
- Siebert, X., Dupont, S., Fortemps, P., & Tardieu, D. (01 March 2009). MediaCycle: browsing and performing with sound and image libraries. "Quarterly Progress Scientific Report of the Numediart Research Program, 2" (1).
- David, R., Saucez, P., Vasel, J.-L., & Vande Wouwer, A. (2009). Modeling and numerical simulation of secondary settlers: a method of lines strategy. "Water Research", (43), 319-330.
1-s2.0-S0043135408004909-main.pdf - Pirlot, M., & Bouyssou, D. (01 January 2009). An axiomatic analysis of concordance-discordance relations. "European Journal of Operational Research, 199", 468-477. doi:10.1016/j.ejor.2008.11.011
Ouvrages/Ouvrage publié en tant qu’auteur, traducteur, etc.
- Bouyssou, D., Dubois, Y., Pirlot, M., & Prade, H. (2009). "Concepts and methods of decision making". Wiley.
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Vast, N. (27 November 2009). "Évaluations précoces en Polytech" [Paper presentation]. Promotion de la réussite ou de l'apprentissage ?, Gosselies, Belgium.
- Dhouib, E., Teghem, J., & Loukil, T. (07 July 2009). "Minimizing the number of tardy jobs in a permutation flowshop scheduling problem with setup times and time lags constraints" [Paper presentation]. EURO XXIII, European operations research association, Bonn, Germany.
- Elloumi, S., Loukil, T., & Fortemps, P. (07 July 2009). "A repairing heuristic procedure to multi-mode resource-constrained project scheduling problem" [Paper presentation]. EURO XXIII, European operations research association, Bonn, Germany.
- Pirlot, M., & Bouyssou, D. (06 July 2009). "Analysing the correspondance between strict and non-strict concordance relations" [Paper presentation]. EURO XXIII, European operations research association, Bonn, Germany.
- Mousseau, V., Pirlot, M., & Bisdorff, R. (05 July 2009). "News and perspectives from the Decision Deck project" [Paper presentation]. EURO XXIII, European operations research association, Bonn, Germany.
- Lust, T., & Teghem, J. (01 July 2009). "Multi-objective decomposition of positive integer matrices: application to radiotherapy" [Paper presentation]. EURO XXIII, European operations research association, Bonn, Germany.
- Teghem, J., Elaoud, S., & Loukil, T. (11 May 2009). "Multiple crossover genetic algorithm for the multiple objective TSP" [Paper presentation]. Séminaire 'Computer science and decision', Poznan, Poland.
- Pirlot, M., & Mousseau, V. (31 March 2009). "Towards a description of the MCDA process" [Paper presentation]. 4th Decision Deck Workshop, Université de Mons, Faculté Polytechnique, Belgium.
- Teghem, J., Besbes, W., & Loukil, T. (10 February 2009). "Ordonnancement d'un hybrid flow-shop avec contraintes flexibles de maintenance des machines" [Paper presentation]. Conférence ROADEF (Société française de recherche opérationnelle et d'aide à la décision), Nancy, France.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Siebert, X., Dupont, S., Frisson, C., & Tardieu, D. (2009). "MultiMediaCycle: consolidating the hyforge framework towards improved scalability and usability" [Paper presentation]. QPSR of the numediart research program, .
- Pirlot, M., Ersek, E., & Fortemps, P. (2009). "Questioning about weights and the strength of coalitions of criteria" [Paper presentation]. EURO XXIII, European operations research association, Bonn, Germany.
- Tuyttens, D., & Vandaele, A. (2009). "Using a greedy random adaptative search procedure to solve the cover printing problem" [Paper presentation]. EURO XXIII, European operations research association, Bonn, Germany.
- David, R., Saucez, P., Queinnec, I., Vasel, J.-L., & Vande Wouwer, A. (2009). "Dynamical modelling and control of activated sludge treatment" [Paper presentation]. STIC & Environnement, Calais, France.
- Lust, T., & Teghem, J. (2009). "Multiobjective decomposition of positive integer matrix application to radiotherapy" [Paper presentation]. Conference EMO'2009, Nantes, France.
- Tuyttens, D., & Vandaele, A. (2009). "Using a greedy random adaptative search procedure to solve the cover printing problem" [Paper presentation]. Conférence ORBEL 23, Leuven, Belgium.
- Berry, M., Gillis, N., & Glineur, F. (2009). Document Classification Using Nonnegative Matrix Factorization and Underapproximation. "IEEE International Symposium on Circuits and Systems".
01 Document classification using NMU.pdf
2008
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Dubois, D., Fargier, H., & Fortemps, P. (2008). Scheduling under flexible contraints and uncertain data: the fuzzy approach. In "Production scheduling". Wiley. doi:10.1002/9780470611050.ch11
Périodiques scientifiques/Article
- Mancas, M., Bagein, M., Guichard, N., Hidot, S., Machy, C., Mahmoudi, S., & Siebert, X. (01 December 2008). Project # 4.3 : augmented virtual studio. "Quarterly Progress Scientific Report of the Numediart Research Program, 1" (4), 147-155.
AVS.PDF - Lust, T., & Teghem, J. (01 January 2008). Memots: a memetic algorithm integrating tabu search for multiobjective combinatorial optimization. "RAIRO: Recherche Opérationnelle, 42" (1), 3-33.
- Pirlot, M., & Bouyssou, D. (01 January 2008). On some ordinal models for decision making under uncertainty. "Annals of Operations Research, 163", 19-48. doi:10.1007/s10479-008-0329-y
OrdinalModelsUncertaintyAOR2008.pdf - Fortemps, P., Greco, S., & Slowinski, R. (01 January 2008). Multicriteria decision support using rules that represent rough-graded preference relations. "European Journal of Operational Research, 188" (1), 206-223. doi:10.1016/j.ejor.2007.03.036
rules for rough-graded preference.pdf - Grabisch, M., Greco, S., & Pirlot, M. (01 January 2008). Bipolar and bivariate models in multicriteria decisions analysis: descriptive and constructive approaches. "International Journal of Intelligent Systems, 23" (11), 930-969. doi:10.1002/int.20301
BipolarBivariateInternJIntelligentSystems.pdf
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Teghem, J. (18 December 2008). "Programmation linéaire stochastique et multiobjectif: méthodes et applications dans le domaine énergétique" [Paper presentation]. Séminaire 'Optimization in operations research', Nantes, France.
- Lecron, F., Manneback, P., & Tuyttens, D. (05 November 2008). "Solving the vehicle routing problem with paradiseo using grid'5000" [Paper presentation]. Deuxième journée aladdin-grid'5000, inria lille nord europe, Lille, France.
- Dhouib, E., Teghem, J., & Loukil, T. (30 October 2008). "Minimizing the number of tardy jobs in a permutation flowshop scheduling problem with setup times and time lags constraints" [Paper presentation]. Conférence Meta 2008 (Metaheuristicis and nature inspired computing), Hammamet, Tunisia.
- Besbes, W., Teghem, J., & Loukil, T. (30 October 2008). "Minimizing the makespan for the hybrid flow shop problem with non fixed availability constraints" [Paper presentation]. Conférence Meta 2008 (Metaheuristicis and nature inspired computing), Hammamet, Tunisia.
- Elaoud, S., Teghem, J., & Loukil, T. (30 October 2008). "Multi crossover method for the multiple-objective TSP" [Paper presentation]. Conférence Meta 2008 (Metaheuristicis and nature inspired computing), Hammamet, Tunisia.
- Metchebon, S., & Pirlot, M. (09 September 2008). "A decision aid for sustainable management of landscape degradation: the case of loulouka hasin (burkina faso)" [Paper presentation]. OR50 conference, York, Unknown/unspecified.
- Pirlot, M. (01 April 2008). "Choosing a cooling system for a power plant" [Paper presentation]. Workshop du projet COST IC0602 à Catania, .
- Pirlot, M. (01 April 2008). "Elicitation of the parameters of an ordinal sorting model in a conjoint measurement setting" [Paper presentation]. Workshop du projet COST IC0602 à Catania, .
- Pirlot, M. (01 March 2008). "Une caractérisation des relations de concordance-discordance dans un cadre de mesurage conjoint" [Paper presentation]. Séminaire de Mathématiques Discrètes, Optimisation et Décision de l'Université de Paris 1-Panthéon-Sorbonne, Paris, France.
- Pirlot, M. (30 January 2008). "A new form of intransitivity of indifference: experimental evidence and formal analysis" [Paper presentation]. EURO Working Group on Behavioral Operational research, Zurich, Switzerland.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Besbes, W., Loukil, T., & Teghem, J. (2008). "Maintenance prédictive avec des dates de début flexibles dans un flow shop hybride" [Paper presentation]. Conférence MOSIM'08, .
- Dhouib, E., Loukil, T., & Teghem, J. (2008). "Minimizing the number of tardy jobs in a permutation flow shop scheduling with minimal and maximal time lags constraints" [Paper presentation]. Conférence MOSIM'08, .
- Saucez, P., Some, L., & Vande Wouwer, A. (2008). "Matlab implementation of a moving grid method based on the equidistribution principle" [Paper presentation]. 4th International Conference on advanced computational methods in engineering, Liège, Belgium.
- Saucez, P., Vande Wouwer, A., & Some, L. (2008). "Matlab implementation of a moving grid method based on the equidistribution principle" [Paper presentation]. Fourth International Conference on Advanced Computational Methods in Engineering, Liège, Belgium.
2007
Périodiques scientifiques/Article
- Yougbare, J., & Teghem, J. (01 December 2007). Relationship between pareto optimality in multiobjective 0-1 linear programming and DEA efficiency. "European Journal of Operational Research, 183" (2), 608-617.
- Van Der Zaag, P., Tilmant, A., & Fortemps, P. (24 November 2007). Modeling and analysis of collective management of water resources. "Hydrology and Earth System Sciences, 11", 711-720.
- Elaoud, S., Teghem, J., & Bouaziz, B. (01 November 2007). Genetic algorithms to solve the cover printing problem. "Computers and Operations Research, 34" (11), 3346-3361.
- Bouyssou, D., & Pirlot, M. (01 September 2007). Further results on concordance relations. "European Journal of Operational Research, 181" (1), 505-514. doi:10.1016/j.ejor.2006.06.007
FurtherResultsConcordanceEJOR07.pdf - Loukil, T., Teghem, J., & Fortemps, P. (01 January 2007). A multi-objective production scheduling case study solved by simulated annealing. "European Journal of Operational Research, 179", 709-722.
- Abbas, M., Pirlot, M., & Vincke, P. (01 January 2007). Tangent circle graphs and 'orders'. "Discrete Applied Mathematics, 155" (4), 429-441. doi:10.1016/j.dam.2006.09.004
TangentCirclesDiscreteAppliedMath06.pdf
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Pirlot, M. (01 November 2007). "Decision with multiple objectives. An introduction to conjoint measurement models" [Paper presentation]. Réunion du projet COST IC0602 à Madrid, Madrid, Spain.
- Lust, T., & Teghem, J. (06 September 2007). "Two-phase stochastic local search algorithms for the biobjective traveling salesman problem" [Paper presentation]. Workshop SLS, .
- Fortemps, P., & Vandycke, S. (16 February 2007). "Les projets de second Bachelier : une première leçon d'expérience professionnelle" [Paper presentation]. Journée de réflexion sur l'évolution des pratiques enseignantes à l'Université (Centre de Didactique Supérieure de l'académie universitaire Wallonie-Bruxelles), Mons, Belgium.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Bouyssou, D., & Pirlot, M. (2007). "Concordance-discordance relations: characterization of a general model of outranking preference relations" [Paper presentation]. Ordinal and Symbolic Data Analysis, Gand, Belgium.
- Bouyssou, D., Marchant, T., & Pirlot, M. (2007). "The Sugeno integral in MCDM without commensurability" [Paper presentation]. Ordinal and Symbolic Data Analysis, Gand, Belgium.
- Pirlot, M. (2007). "The Decision Deck Project" [Paper presentation]. 1st Decision Deck Workshop, .
- Fortemps, P., & Dodinet, G. (2007). "Tutorial for D2-development" [Paper presentation]. DE-workshop à l'Université de Luxembourg, Luxembourg.
- Fiordaliso, A., Cailloux, O., Mousseau, V., Pirlot, M., & Vincke, P. (2007). "D2-Decision Deck: a generic multiple-criteria decision aid platform" [Paper presentation]. ORBEL 21, Conference 'Quantitative methods for decision making', .
- Pirlot, M. (2007). "A conjoint measurement approach to the discrete Sugeno integral: a note on a result of Greco, Matarazzo and Slowinski" [Paper presentation]. Annales du LAMSADE 2006, Paris Proceedings of the DIMACS-LAMSADE Workshop on Voting Theory and Preference Modelling, Paris, France.
BouyssouMarchantPirlotAnnalesLamsade6.pdf
2006
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Teghem, J. (2006). La programmation linéaire multicritère. In "Concepts et méthodes pour l'aide à la décision 1: outils de modélisation Traité IC2" (pp. 215-286). Editions Hermes.
Périodiques scientifiques/Article
- Jaszkiewicz, A., & Tuyttens, D. (01 September 2006). Metaheuristcs in multiple objective optimization. "European Journal of Operational Research, 169" (3), 873-874.
EJOR-Editorial.pdf - Teghem, J., & Bellabdaoui, A. (2006). A mixed-integer linear programming model for the continuous casting planning. "International Journal of Production Economics", (104), 260-270.
Ouvrages/Ouvrage publié en tant qu’auteur, traducteur, etc.
- Bouyssou, D., Dubois, D., Pirlot, M., & Prade, H. (2006). "Concepts et méthodes pour l'aide à la décision 2: Risque et incertain". Editions Hermes.
- Bouyssou, D., Marchant, T., Pirlot, M., Tsoukias, A., & Vincke, P. (2006). "Evaluation and decision models with multiple criteria: Stepping stones for the analyst".
- Bouyssou, D., Dubois, D., Pirlot, M., & Prade, H. (2006). "Concepts et méthodes pour l'aide à la décision 1: outils de modélisation". Editions Hermes.
- Bouyssou, D., Dubois, D., Pirlot, M., & Prade, H. (2006). "Concepts et méthodes pour l'aide à la décision 3: analyse multicritère". Editions Hermes.
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Lust, T., & Teghem, J. (01 January 2006). "Memots: a memetic algorithm scheme for multiobjective optimization" [Paper presentation]. 7th International Conference MultiObjective Programming and Goal Programming, Tours, France.
- Bous, G., Fortemps, P., Glineur, F., & Pirlot, M. (01 January 2006). "A method to learn additive value functions based on the analytic center" [Paper presentation]. Conférence EURO XXI, Reykjavik, Iceland.
- Lust, T., & Teghem, J. (01 January 2006). "Memots: a memetic algorithm integrating Tabu search for combinatorial multiobjective optimization" [Paper presentation]. EURO 21 European Conference on Operational Research, Reykjavik, Iceland.
- Bous, G., Fortemps, P., & Pirlot, M. (01 January 2006). "Decision Model Elicitation: proposal of a new method & experimental comparison" [Paper presentation]. ORBEL 20, Gand, Belgium.
- Bous, G., Fortemps, P., & Pirlot, M. (01 January 2006). "Application du centre analytique à l'élicitation de modèles de décision additifs. Etude expérimentale" [Paper presentation]. Congrès de la Société Française de Recherche Opérationnelle, Lille, France.
- Bouyssou, D., & Pirlot, M. (01 January 2006). "Une approche axiomatique du principe de concordance/ non-discordance" [Paper presentation]. Congrès de la Société Française de Recherche Opérationnelle, Lille, France.
- Fiordaliso, A., Pilate, O., & Pirlot, M. (01 January 2006). "Decision aiding for the selection of road pavements and surfacing" [Paper presentation]. ORBEL 20, Gand, Belgium.
- Bous, G., Fortemps, P., & Pirlot, M. (01 January 2006). "Learning set construction for MCDA disaggregation methods" [Paper presentation]. Multiple Criteria Decision Making, Chania, Greece.
- Fortemps, P. (01 January 2006). "Optimizing the confidentiality level in unicast and broadcast transmission" [Paper presentation]. Congrès de la Société Française de Recherche Opérationnelle, Lille, France.
- Bellabdaoui, A., & Teghem, J. (01 January 2006). "Un modèle de programmation linéaire mixte pour la planification d'une aciérie coulée continue" [Paper presentation]. 6è Conférence Francophone de Modélisation et Simulation Modélisation, Optimisation et Simulation des Systèmes: Défis et Opportunités, Rabat, Morocco.
- Pirlot, M. (01 January 2006). "Choix social et aide multicritère à la décision Le processus d'aide à la décision" [Paper presentation]. Conférences plénières aux Premières journées du LANIBIO, Ougadougou, Burkina Faso.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Lust, T., Teghem, J., & Tuyttens, D. (2006). "Résolution du TSP multiobjectif avec l'algorithme mémétique MEMOX" [Paper presentation]. META'2006, Hammamet, Tunisia.
- Fortemps, P., & Pirlot, M. (2006). "Coalition-based Egalitarian Comparison Procedures" [Paper presentation]. European Conference on Artificial Intelligence: WS on Advances in Preference Handling, Riva del Garda, Italy.
- Pirlot, M., & Bouyssou, D. (2006). "An axiomatic approach to TACTIC" [Paper presentation]. Cahiers du LAMSADE 238, Université Paris-Dauphine, France.
cahierLamsade238Tactic.pdf - Lust, T., & Teghem, J. (2006). "PRTS+D et Memots: nouvelles métaheuristiques pour l'optimisation combinatoire multicritère" [Paper presentation]. 7è Conférence de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, .
- Souai, N., & Teghem, J. (2006). "Hybridizing the genetic algorithm and the simulated annealing for the airline crew rostering problem" [Paper presentation]. ValenSciences, .
- Elloumi, S., Loukil, T., & Teghem, J. (2006). "Ordonnancement de projets multi-modes sous contraintes de ressources: un algorithme évolutionnaire basé sur l'information de l'efficacité" [Paper presentation]. 7è Conférence de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, .
- Fiordaliso, A., Lemlin, M., Pilate, O., & Pirlot, M. (2006). "Multicriteria aid to the choice of road surfacings" [Paper presentation]. 10th International Symposium on Concrete Roads Bruxelles, Belgium.
- David, R., Saucez, P., Vande Wouwer, A., & Vasel, J.-L. (2006). "Classical models of secondary settlers revisited" [Paper presentation]. 16th European Symposium on Computer Aided Process Engineering, Garmisch-Partenkirchen, Germany.
- David, R., Saucez, P., Vande Wouwer, A., & Vasel, J.-L. (2006). "Classical Models of secondary Settlers revisited" [Paper presentation]. 16th European Symposium on Computer Aided Process Engineering, Garmisch-Partenkirchen, Germany.
- Lust, T., & Teghem, J. (2006). "Multicriteria Maintenance Problem resolved by Tabu Search" [Paper presentation]. INCOM'06, .
2005
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Bouyssou, D., & Pirlot, M. (2005). Conjoint measurement for MCDM. A brief introduction. In "Multiple Criteria Decision Analysis: State of the Art Surveys" (pp. 73-130).
mainBouyssouPirlot.pdf
Périodiques scientifiques/Article
- Godart, J.-M. (01 May 2005). Challenges in Real World Sightseeing Tour Optimization Using Meta-Heuristics. "WSEAS Transactions on Information Science and Applications, 2" (5), 524-529.
- Bellabdaoui, A., Fiordaliso, A., & Teghem, J. (01 January 2005). A heuristic algorithm for scheduling the steelmaking continuous casting process. "Pacific Journal of Optimization, 1/3", 447-474.
- Loukil, T., Teghem, J., & Tuyttens, D. (2005). Solving multi-objective production scheduling problems using metaheuristics. "European Journal of Operational Research", (161), 42-61.
EJOR2005LoukilTeghemTuyttens.pdf - Fortemps, P., & Dubois, D. (01 January 2005). Selecting preferred solutions in the minimax approach to dynamic programming problems under flexible constraints. "European Journal of Operational Research, 160", 582-598.
- Vande Wouwer, A., Saucez, P., Schiesser, W. E., & Thompson, S. (01 January 2005). A MATLAB implementation of upwind finite differences and adaptive grids in the method of lines. "Journal of Computational and Applied Mathematics, 183", 245-258.
1-s2.0-S0377042705000634-main.pdf - Pirlot, M., & Bouyssou, D. (01 January 2005). A characterization of concordance relations. "European Journal of Operational Research, 167", 427-443. doi:10.1016/j.ejor.2004.03.015
ACharactOfConcordRelEJOR167(2005).pdf - Pirlot, M., & Bouyssou, D. (01 January 2005). Following the traces-an introduction to conjoint measurement without transitivity and additivity. "European Journal of Operational Research, 163", 287-337. doi:10.1016/j.ejor.2003.11.019
EJORFollowingTheTracesIntro2005.pdf aEJORFollowingTheTracesIntro2005.pdf - Saucez, P., Vande Wouwer, A., & Zegeling, P. (01 January 2005). Adaptive method of lines solutions for the extended fifth order Korteweg-De Vries Equation. "Journal of Computational and Applied Mathematics, 183", 343-357.
1-s2.0-S0377042705000701-main.pdf
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Bellabdaoui, A., & Teghem, J. (01 January 2005). "Modélisation de la pauvreté par la logique floue et le paradigme multicritère" [Paper presentation]. 4è Conférence Internationale en Recherche Opérationnelle, Marrakech, Morocco.
- Fortemps, P., & Pirlot, M. (01 January 2005). "Elicting preference relations with respect to properties: a constraint satisfaction programming approach" [Paper presentation]. EWG Aide Multicritère à la Décision, Luxembourg.
- Teghem, J., & Bellabdaoui, A. (01 January 2005). "Panorama des modèles de gestion de production dans l'industrie sidérurgique" [Paper presentation]. 6è Congrès de la Société française de Recherche Opérationnelle et d'Aide à la Décision, Tours, France.
- Fiordaliso, A., Pilate, O., & Pirlot, M. (01 January 2005). "Aide multicritère au choix des revêtements routiers" [Paper presentation]. 62è Journées du Groupe de Travail Européen 'Aide à la Décision', Borlänge, Sweden.
- David, R., Saucez, P., Vande Wouwer, A., & Vasel, J.-L. (01 January 2005). "1-D Modelling and numerical simulation of sedimentation" [Paper presentation]. 24th Benelux Meeting on Systems and Control, Houffalize, Belgium.
- Teghem, J., Elaoud, S., & Loukil, T. (01 January 2005). "A Pareto Fitness Genetic Algorithm" [Paper presentation]. Metaheuristics International Conference, Porto, Portugal.
- Teghem, J., & Bellabdaoui, A. (01 January 2005). "Adaptation des méthodes de la recherche opérationnelle dans des applications réelles: étude de cas sidérurgique" [Paper presentation]. 1ère Conférence sur la Pratique de la Recherche Opérationnelle en Afrique, Ougadougou, Burkina Faso.
- Teghem, J., Elaoud, S., & Bouaziz, B. (01 January 2005). "Genetic algorithms for the cover printing problems" [Paper presentation]. IFORS 2005, Honolulu, United States - Hawaii.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Fiordaliso, A., Pilate, O., & Pirlot, M. (2005). "Aide multicritère au choix des revêtements routiers" [Paper presentation]. 20è Congrès belge de la Route, Bruxelles, Belgium.
- Bouyssou, D., & Pirlot, M. (2005). "Notes on strict concordance relations" [Paper presentation]. ENST, Bretagne, France.
2004
Périodiques scientifiques/Article
- Tuyttens, D., Teghem, J., & El-Sherbeny, N. (01 June 2004). A particular multiobjective vehicle routing problemsolved by simulated annealing. "Lecture Notes in Economics and Mathematical Systems, 535", 133-152.
LNEMS-2004-A Particular Multiobjective Vehicle Routing Problem.pdf - Griffiths, G. W., Saucez, P., Schiesser, W. E., & Vande Wouwer, A. (2004). Can a non linearity be neglected? an example. "Computers and Mathematics with Applications", (40), 1393-1403.
1-s2.0-S0895717705000270-main.pdf - Pirlot, M., & Fortemps, P. (01 January 2004). Conjoint axiomatization of Min, DiscriMin and LexiMin. "Fuzzy Sets and Systems, 148", 211-229. doi:10.1016/j.fss.2004.04.004
MinLexDiscFSS2004.pdf - Pirlot, M., & Bouyssou, D. (01 January 2004). Additive difference models without additivity and subtractivity. "Journal of Mathematical Psychology, 148", 263-291. doi:10.1016/j.jmp.2004.04.002
AddDiff_JMP_04.pdf - Bouyssou, D., & Pirlot, M. (2004). A note on Wakker's cardinal coordinate independence. "Mathematical Social Sciences", (48), 11-22.
Wakker_MSS_04.pdf - Saucez, P., Schiesser, W. E., & Vande Wouwer, A. (2004). Simulation of distributed parameter systems using a MATLAB-based Method of Lines Toolbox - Chemical Engineering applications. "Industrial and Engineering Chemistry Research", (43), 3469-3477.
- Bouyssou, D., & Pirlot, M. (2004). Preference for multi-attributed alternatives: traces, dominance, and numerical representations. "Journal of Mathematical Psychology", (48), 167-185. doi:10.1016/j.jmp.2004.02.005
IntraJMP_04.pdf - Fortemps, P., Greco, S., & Slowinski, R. (01 January 2004). Multicriteria choice and ranking using decision rules induced from rough approximation of graded preference relations. "Lecture Notes in Computer Science, 3066", 510-522. doi:10.1007/978-3-540-25929-9_62
Loyola.pdf - Saucez, P., Schiesser, W. E., Vande Wouwer, A., & Zegeling, P. (01 January 2004). Simulation of distributed parameter systems using a MATLAB-based Method of Lines Toolbox - Chemical Engineering applications. "Journal of Computational and Applied Mathematics, 168", 413-423.
- Saucez, P., Schiesser, W. E., Vande Wouwer, A., & Zegeling, P. (01 January 2004). Method of lines study of nonlinear dispersive waves. "Journal of Computational and Applied Mathematics, 168", 413-423.
1-s2.0-S0377042703009889-main.pdf
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Bouyssou, D., & Pirlot, M. (01 January 2004). "An axiomatic approach to concordance relations in a conjoint measurement framework" [Paper presentation]. EURO XX, Rhodes, Greece.
- Teghem, J. (01 January 2004). "Métaheuristiques et applications" [Paper presentation]. 2è Conférence africaine sur la recherche opérationnelle, Niamey, Niger.
- Teghem, J., & Jaszkiewicz, A. (01 January 2004). "Multiple objective metaheuristics for combinatorial optimization: a review" [Paper presentation]. Conférence MOGP 04, Hammamet, Tunisia.
- Bellabdaoui, A., Fiordaliso, A., & Teghem, J. (01 January 2004). "Un modèle de gestion de flux pour l'ordonnancement et la planification dans le processus sidérurgique: aciérie-coulée continue" [Paper presentation]. 4è Journées Francophones de Recherche Opérationnelle, Fribourg, Switzerland.
- Ulungu, B., Pirlot, M., & Teghem, J. (01 January 2004). "La prise en compte de critères multiples dans le secteur environnemental: une étude de cas" [Paper presentation]. 5è Conférence du Réseau Africain de Mathématiques Appliquées pour le Développement, Dakar, Senegal.
- Bouyssou, D., Greco, S., Matarazzo, B., Pirlot, M., & Slowinski, R. (01 January 2004). "A conjoint measurement approach to 'MaxMin' and 'MinMax'" [Paper presentation]. ORBEL 18, Bruxelles, Belgium.
- Souaï, N., & Teghem, J. (01 January 2004). "Un algorithme génétique hybride pour le problème des rotations aériennes" [Paper presentation]. Conférence FRANCORO IV, Fribourg, Switzerland.
- Fortemps, P., Pirlot, M., Teghem, J., & Ulungu, B. (01 January 2004). "Mathématique et démocratie" [Paper presentation]. 2è Conférence africaine sur la recherche opérationnelle, Niamey, Niger.
- Bouyssou, D., & Pirlot, M. (01 January 2004). "On some ordinal models for decision making under uncertainty" [Paper presentation]. Joint DIMACS-LAMSADE Workshop on Computer Science and Decision Therory, Paris, France.
- Bouyssou, D., & Pirlot, M. (01 January 2004). "Notes on strict concordance relations" [Paper presentation]. Aide multicritère à la décision et optimisation, Brest, France.
- Bellabdaoui, A., & Teghem, J. (01 January 2004). "Un modèle de programmation mathématique puor la planification d'une aciérie à coulées continues" [Paper presentation]. 5è Conférence francophone de Modélisation,Simulatioin, Nantes, France.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Bouyssou, D., & Pirlot, M. (2004). "Un cadre axiomatique commun pour la théorie de l'utilité espérée et la thérorie de la décision qualitative" [Paper presentation]. Rencontres francophones sur la logique floue et ses applications 2004 LFA 2004, .
- Bouyssou, D., & Pirlot, M. (2004). "Notes on strict concordance relations" [Paper presentation]. Aide multicritère à la décision et optimisation, Brest, France.
- Bouyssou, D., & Pirlot, M. (2004). "On some ordinal models for decision making under uncertainty" [Paper presentation]. Joint DIMACS-LAMSADE Workshop on Computer Science and Decision Therory, Paris, France.
2003
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Fortemps, P. (2003). Satisfaction de contraintes flexibles. Application aux problèmes d'ordonnancement. In "Résolution de problèmes de RO par les métaheuristiques. Traité IC2" (pp. 229-252).
- Tuyttens, D. (2003). Le logiciel OMP et le solveur d'Excel. In "Programmation linéaire" (pp. 324-348). Editions Ellipses et Editions de l'ULB.
- Tuyttens, D., Pirlot, M., & Teghem, J. (2003). Implémentation des métaheuristiques au travers d'étude de cas. In "Résolution de problèmes de RO par les métaheuristiques Traité IC2" (pp. 91-126). Editions Hermes Lavoisier.
- Teghem, J., Ulungu, B., Tuyttens, D., & Fortemps, P. (2003). Adaptation des métaheuristiques en optimisation combinatoire multicritère. In "Résolution de problèmes de RO par les métaheuristiques Traité IC2" (pp. 197-227). Editions Hermes.
Périodiques scientifiques/Article
- Stanciulescu, C., Fortemps, P., Installé, M., & Wertz, V. (16 September 2003). Multiobjective fuzzy linear programming problems with fuzzy decision variables. "European Journal of Operational Research, 149" (3), 654-675. doi:10.1016/S0377-2217(02)00449-6
science.pdf - Fortemps, P. (01 January 2003). Fuzzy sets in scheduling and planning. "European Journal of Operational Research, 147", 229-230.
- Saucez, P., Schiesser, W. E., & Vande Wouwer, A. (01 January 2003). Numerical Experiments with the moving finite element method. "International Journal of Pure and Applied Mathematical Sciences, 4" (1), 1-31.
- Dubois, D., Fargier, H., & Fortemps, P. (01 January 2003). Fuzzy scheduling: modeling flexible constraints vs coping with incomplete knowledge. "European Journal of Operational Research, 147", 231-252.
Ouvrages/Ouvrage publié en tant qu’auteur, traducteur, etc.
- Pirlot, M., & Teghem, J. (2003). "Résolution de problèmes de RO par les métaheuristiques". Editions Hermes.
- Teghem, J. (2003). "Programmation linéaire". Editions Ellipses et Editions de l'ULB.
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Ulungu, B., Pirlot, M., Goffin, C., Duvivier, L., Teghem, J., & Bülens, P. (01 January 2003). "Utilisation de l'analyse multicritère comme outil d'aide à la décision: cas du choix d'une source froide d'une centrale à cycle combiné" [Paper presentation]. 1ère Conférence africaine de recherche opérationnelle, Ougadougou, Burkina Faso.
- Bellabdaoui, A., Fiordaliso, A., & Teghem, J. (01 January 2003). "A model for scheduling steelmaking-continuous casting production" [Paper presentation]. EURO/INFORMS Joint International Conference, Istanbul, Turkey.
- Bouyssou, D., & Pirlot, M. (01 January 2003). "Preferences for multi-attributed alternatives: traces, dominance and numerical representations" [Paper presentation]. Ordinal and Symbolic Data Analysis, Gand, Belgium.
- Saucez, P., Schiesser, W. E., & Vande Wouwer, A. (01 January 2003). "MATMOL: a Matlab-based method of lines toolbox with the engineering applications" [Paper presentation]. 5th International Congress on Industrial and Applied Mathematics, Sydney, Australia.
- Bülens, P., Duvivier, L., Goffin, C., Pirlot, M., Teghem, J., & Ulungu, B. (01 January 2003). "Constructing more robust recommandations in MCDA by using several methods. A case study" [Paper presentation]. ORBEL 17, Bruxelles, Belgium.
- Jaszkiewicz, A., & Teghem, J. (01 January 2003). "Metaheuristics for multi-objective combinatorial optimization: a tutorial" [Paper presentation]. Conférence MIC'03, Kyoto, Japan.
- Saucez, P., Schiesser, W. E., & Vande Wouwer, A. (01 January 2003). "MATMOL: a Matlab-bases method of lines toolbox with engineering applications" [Paper presentation]. 5th International Congress on Industrial and Applied Mathematics, Sydney, Australia.
- Bouyssou, D., Greco, S., Matarazzo, B., Pirlot, M., & Slowinski, R. (01 January 2003). "A characterization on MinSum, MaxSum and other mixed value functions" [Paper presentation]. EURO/INFORMS Joint International Conference, Istanbul, Turkey.
- Pirlot, M. (01 January 2003). "Les métaheuristiques: des outils nouveaux pour la résolution de problèmes combinatoires" [Paper presentation]. 1ère Conférence africaine de recherche opérationnelle, Ougadougou, Burkina Faso.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Godart, J.-M. (2003). "Beyond the Trip Planning Problem for Effective Computer-Assisted Customization of Sightseeing Tours" [Paper presentation]. Information and Communication Technologies in Tourism, Helsinki, Finland.
- El-Sherbeny, N., Teghem, J., & Tuyttens, D. (2003). "A multiple objective vehicle routing problem solved by simulated annealing" [Paper presentation]. EURO/INFORMS Joint International Conference, Istanbul, Turkey.
2002
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Pirlot, M. (2002). Métaheuristiques pour l'optimisation combinatoire: un aperçu général. In "Optimisation approchée en recherche opérationnelle". Editions Hermes.
- Bouyssou, D., & Pirlot, M. (2002). A characterization of strict concordance relations. In "Aiding decision with multiple criteria essays in Honor of Bernard Roy" (pp. 121-145).
- Teghem, J. (2002). Methodologies for solving multi-objective combinatorial optimization. In "Aiding decision with multiple criteria". Kluwer Ac. Publ.
- Genard, J.-L., & Pirlot, M. (2002). Multi-criteria decision-aid a philosophical perspective. In "Aiding decision with multiple criteria" (pp. 89-117). Kluwer Ac. Publ.
Périodiques scientifiques/Article
- Fortemps, P., & Slowinski, R. (01 February 2002). A graded quadrivalent logic for preference modelling: Loyola-like approach. "Fuzzy Optimization and Decision Making, 1" (1), 93-111. doi:10.1023/A:1013731910441
fulltext.pdf - Teghem, J. (2002). Les mathématiques appliquées: outils pour la décision et la gestion. "Mathématique et Pédagogie", (139), 43-68.
- Tilmant, A., Fortemps, P., & Vanclooster, M. (01 January 2002). Effect of averaging operators in fuzzy optimization of reservoir operation. "Water Resources Management, 16", 1-22. doi:10.1023/A:1015523901205
Effects of Averaging.pdf - Bouyssou, D., & Pirlot, M. (01 January 2002). Nontransitive decomposable conjoint measurement: General representations of nontransitive preferences on product sets. "Journal of Mathematical Psychology, 46", 677-703. doi:10.1006/jmps.2002.1419
Bouyssou_Pirlot_JMP_02.pdf - Fortemps, P., & Kunsch, P. L. (01 January 2002). A fuzzy decision support system for the economic calculus in radioactive waste management. "Information Sciences, 142", 103-116.
- Bülens, P., Duvivier, L., Goffin, C., Pirlot, M., Teghem, J., & Ulungu, B. (2002). Utilisation de l'analyse multicritère comme outil d'aide à la décision: cas du choix d'une source froide d'une central à cycle combiné. "Tribune de l'Eau", (55), 166-173.
Ouvrages/Ouvrage publié en tant qu’auteur, traducteur, etc.
- Pirlot, M., & Teghem, J. (2002). "Optimisation approchée en recherche opérationnelle". Editions Hermes.
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Bouyssou, D., & Pirlot, M. (01 January 2002). "Modèles à niveaux pour la représentation des préférences" [Paper presentation]. Séminaire IRIT, Toulouse, France.
- Bouyssou, D., & Pirlot, M. (01 January 2002). "Models for the representation of preferences and similarities on a product set" [Paper presentation]. Séminaire de l'Université de Technologie de Poznan, Poznan, Poland.
- Schiesser, W. E., Saucez, P., & Vande Wouwer, A. (01 January 2002). "High-order PDEs test problems" [Paper presentation]. SIAM 50th Anniversary and 2002 Annual Meeting, Philadelphia, United States - Pennsylvania.
- Mills, P. L., Schiesser, W. E., Saucez, P., & Vande Wouwer, A. (01 January 2002). "Method-of-lines solution of a multiregion distributed parameter dynamic model of a fixed-bed reactor" [Paper presentation]. SIAM 50th Anniversary and 2002 Annual Meeting, Philadelphia, United States - Pennsylvania.
- Ulungu, B., Pirlot, M., Goffin, C., Teghem, J., Duvivier, P., & Bülens, P. (01 January 2002). "Utilisation de l'analyse multicritère comme outil d'aide à la décision : cas du choix d'une source froide d'une central à cycle combiné" [Paper presentation]. Jounrées internationales d'étude du CEBEDEAU, hydroécologie des eaux douces, industrielles et usées, Liège, Belgium.
- Bouyssou, D., Greco, S., Matarazzo, B., Pirlot, M., & Slowinski, R. (01 January 2002). "Characterization of MAX, MIN and order statistics multicriteria aggregation functions" [Paper presentation]. IFORS 2002, Edimbourg, United Kingdom.
- El-Sherbeny, N., Teghem, J., & Tuyttens, D. (01 January 2002). "A multi-objective vehicle routing problem solved by simulated annealing" [Paper presentation]. Workshop 'Multipe objective metaheuristics', Paris, France.
- Bouyssou, D., & Pirlot, M. (01 January 2002). "On conscient families of criteria in the sense of Roy: an axiomatic approach" [Paper presentation]. Congrès ORBEL 16, Bruxelles, Belgium.
- Saucez, P., Schiesser, W. E., Vande Wouwer, A., & Zegeling, P. (01 January 2002). "A numerical study of high-order PDEs with solitary wave solutions" [Paper presentation]. SIAM 50th Anniversary and 2002 Annual Meeting, Philadelphia, United States - Pennsylvania.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Saucez, P., Schiesser, W. E., Vande Wouwer, A., & Zegeling, P. (2002). "Method of lines study of nonlinear dispersive waves" [Paper presentation]. Second International Conference on advanced Computaional Methods in Engineering, Liège, Belgium.
- Saucez, P., Vande Wouwer, A., Champneys, A., Zegeling, P., & Schiesser, W. E. (2002). "Numerical Investigations of existence properties of solitonic solutions of an extended fifth-order Korteweg-de Vries equation" [Paper presentation]. IMACS workshop on adaptive methods for partial differential equations, Toronto, Canada.
- Fortemps, P., Loukil, T., & Teghem, J. (2002). "A multi-objective production scheduling case study solved by simulated annealing" [Paper presentation]. 'Productions Economics' IGLS (fév 2002), Austria.
2001
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Teghem, J. (2001). Multi-objective integer linear programming MOILP. In "Encyclopedia of Optimization" (pp. 460-465). Kluwer Ac. Publ.
- Teghem, J. (2001). Bi-objective assignment problem. In "Encyclopedia of Optimization" (pp. 131-135). Kluwer Ac. Publ.
Périodiques scientifiques/Article
- Dubois, D., Fortemps, P., Pirlot, M., & Prade, H. (01 April 2001). Leximin optimality and fuzzy set-theoretic operations. "European Journal of Operational Research, 130" (1), 20-28. doi:10.1016/S0377-2217(00)00031-X
leximin optimality and fuzzy set-theoretic operations.pdf - Godart, J.-M. (01 January 2001). Combinatorial Optimization for Trip Planning. "Belgian Journal of Operations Research, Statistics and Computer Science, 41" (1-2), 59-68.
- Godart, J.-M. (01 January 2001). Sightseeing Tour Planning Based On Combinatorial Optimization: A Tool for Hotel Marketing. "International Journal of Hospitality Information Technology, 1" (2), 21-33.
- Saucez, P., Schiesser, W. E., & Vande Wouwer, A. (2001). Upwinding in the Method of Lines. "Mathematics and Computers in Simulation", (56), 171-185.
1-s2.0-S0378475401002889-main.pdf - Haag, A., Lehoucq, S., Saucez, P., & Vande Wouwer, A. (2001). Modeling and simulation of a chromatographic process design for enantioseparation. "Control Engineering Practice", (9), 921-928.
1-s2.0-S0967066101000533-main.pdf
Ouvrages/Ouvrage collectif publié en tant qu’éditeur ou directeur
- Vande Wouwer, A., Saucez, P., Schiesser, W. E., Vande Wouwer, A. (Ed.), Saucez, P. (Ed.), & Schiesser, W. E. (Ed.). (2001). "Adaptive Method of Lines". Chapman Hall / CRC Press.
front.pdf
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Renotte, C., Bogaerts, P., Queinnec, I., Saucez, P., & Vande Wouwer, A. (01 July 2001). "Modeling, parameter identification, state and input reconstruction for a fixed-bed biofilter" [Paper presentation]. International Conference on SCIentific Computation And Differential Equations, Vancouver, Canada.
- Bouyssou, D., & Pirlot, M. (01 January 2001). "A characterisation of asymetric concordance relations" [Paper presentation]. Congrès ORBEL 15, Anvers, Belgium.
- Teghem, J. (01 January 2001). "La méthode MOMIX et son application à la gestion de portefeuille" [Paper presentation]. Journée PM20, Paris, France.
- Teghem, J., Fortemps, P., Tuyttens, D., & Ulungu, B. (01 January 2001). "Application des métaheuristiques en optimisation combinatoire multicritère" [Paper presentation]. Congrès RAMAD II, Niamey, Niger.
- Bouyssou, D., & Pirlot, M. (01 January 2001). "A characterisation of strict preference relations" [Paper presentation]. Congrès FUR X, Torino, Italy.
- Bouyssou, D., & Pirlot, M. (01 January 2001). "Une approche axiomatique de la concordance" [Paper presentation]. 54è Journées du Groupe européen d'aide multicritère à la décision, Durbuy, Belgium.
- Teghem, J. (01 January 2001). "Multiobjective combinatorial optimization: exact and metaheuristics methods" [Paper presentation]. Conference OR'2001, Duisburg, Germany.
- Ulungu, B., & Teghem, J. (01 January 2001). "Introduction à la programmation mathématique multicritère" [Paper presentation]. Congrès RAMAD II, Niamey, Niger.
- Teghem, J., Loukil, T., & Fortemps, P. (01 January 2001). "Application de MOTAS (Multi-Objective Tabu Search Algorithm) à la résolution d'un cas réel d'ordonnancement de la production" [Paper presentation]. Congrès FRANCORO III 'Troisième Congrès Francophone en Recherche Opérationnelle', Québec, Canada.
- Vande Wouwer, A., Saucez, P., Schiesser, W. E., & Zegeling, P. (01 January 2001). "Adaptive grids for high-order PDE Models" [Paper presentation]. International Conference on SCIentific Computation And Differential Equations, Vancouver, Canada.
- Fortemps, P., & Pirlot, M. (01 January 2001). "Axiomatization of ordinal comparison procedures: refinements of the minimum" [Paper presentation]. Eurofuse Workshop on Preference Modeling and Applications, Granada, Spain.
- Bouyssou, D., & Pirlot, M. (01 January 2001). "Concordance relations: new axiomatic results" [Paper presentation]. EURO 2001, Rotterdam, Netherlands.
- Bouyssou, D., & Pirlot, M. (01 January 2001). "Une nouvelle axiomatisation des relations de concordance" [Paper presentation]. Séminaire Modélisation des préférences et Méthodes multicritères Lamsade, Paris, France.
- Saucez, P., Vande Wouwer, A., & Schiesser, W. E. (01 January 2001). "Application of non-oscillatory schemes and adaptive grids to problems with flow reversals" [Paper presentation]. International Conference on SCIentific Computation And Differential Equations, Vancouver, Canada.
- Dubois, D., & Fortemps, P. (01 January 2001). "Selecting prefered solutions in flexible dynamic programming" [Paper presentation]. Euro Summer Institute on 'Decision Analysis and Artificial Intelligence', Toulouse, France.
- Teghem, J., Fortemps, P., Tuyttens, D., & Ulungu, B. (01 January 2001). "Les méthodes exactes en optimisation combinatoire multicritère" [Paper presentation]. Congrès RAMAD II, Niamey, Niger.
- Fortemps, P. (01 January 2001). "Flexible control: control with flexible constraints" [Paper presentation]. Congrès ORBEL 15, Anvers, Belgium.
- Pirlot, M. (01 January 2001). "Une introduction aux métaheuristiques pour l'optimisation combinatoire" [Paper presentation]. Séminaire 'Algorithmes et méthodes d'optimisation' Lamsade, Paris, France.
- Bouyssou, D., & Pirlot, M. (01 January 2001). "Mesurage conjoint non-transitif et non-additif" [Paper presentation]. Séminaire RID 'Risque, Incertitude, Décision', Paris, France.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Godart, J.-M. (2001). "Problèmes d'optimisation combinatoire multicritères en matière d'organisation de voyages" [Paper presentation]. Groupe de Travail sur la Programmation Mathématique MultiObjectif (PM2O), Paris, France.
- Godart, J.-M. (2001). "Using the Trip Planning Problem for Computer-Assisted Customization of Sightseeing Tours" [Paper presentation]. Information and Communication Technologies in Tourism, Montréal, Canada.
- Teghem, J. (2001). "Solving multi-objective combinatorial optimization with metaheuristics" [Paper presentation]. Metaheuristics International Conference, Porto, Portugal.
- Fortemps, P., & Vande Wouwer, A. (2001). "Commande flexible: commande prédictive sous contraintes flexibles/ Flexible control: predictive control with flexible constraints" [Paper presentation]. Rencontres Francophones sur la Logique Floue et ses Applications, Mons, Belgium.
Mémoires et thèses/Thèse de doctorat
- Godart, J.-M. (2001). "Problèmes d'optimisation combinatoire à caractère économique dans le secteur du tourisme (organisation de voyages)" [Doctoral thesis, Université de Mons]. ORBi UMONS-University of Mons. https://orbi.umons.ac.be/handle/20.500.12907/34826
2000
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Fortemps, P. (2000). Introducing Flexibility in scheduling: the Preference Approach. In R. Slowinski & M. Hapke (Eds.), "Advances in Scheduling and Sequencing under Fuzziness" (pp. 61-79). Springer Verlag.
- Fortemps, P., & Teghem, J. (2000). Multi-objective Fuzzy linear Programming: the MOFAC Method. In "Preferences and Decisions under Incomplete Knowledge" (pp. 11-32). Springer Verlag.
- Fiordaliso, A., Fortemps, P., & Kunsch, P. L. (2000). A fuzzy inference system for the economic calculus in radioactive waste management. In "Fuzzy Systems and Soft Computing in Nuclear Engineering" (pp. 153-171). Springer Verlag.
Périodiques scientifiques/Article
- Teghem, J., Tuyttens, D., & Ulungu, B. (01 January 2000). An interactive heuristic method for multiobjective combinatorial optimization. "Computers and Operations Research, 27", 621-634.
COR2000.pdf - Loukil, T., Teghem, J., & Fortemps, P. (01 January 2000). Solving general multi-objective scheduling problems with TABU search. "Control and Cybernetics, 29", 819-828.
- Tuyttens, D., Teghem, J., Fortemps, P., & Van Nieuwenhuyse, K. (01 January 2000). Performance of the MOSA method for the bicriteria assignment problem. "Journal of Heuristics, 6", 295-310. doi:10.1023/A:1009670112978
MOSA.Assignment.pdf
Ouvrages/Ouvrage publié en tant qu’auteur, traducteur, etc.
- Bouyssou, D., Marchant, T., Perny, P., Pirlot, M., Tsoukias, A., & Vincke, P. (2000). "Evaluation and decision models: A critical perspective". Kluwer Ac. Publ.
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Fiordaliso, A., Fortemps, P., & Kunsch, P. L. (01 January 2000). "A Fuzzy Inference System for assessing economic contingency factors of a far-away project" [Paper presentation]. Conférence Belgium/Fuzzy2, Mons, Belgium.
- Fortemps, P., & Teghem, J. (01 January 2000). "Multi-objective fuzzy linear programming: the MOFAC method" [Paper presentation]. 3rd International Workshop on Preferences and Decisions, Trento, Italy.
- Stengle, G. A., Saucez, P., Vande Wouwer, A., & Schiesser, W. E. (01 January 2000). "Variable -order spatial differention in the method of lines" [Paper presentation]. SIAM Annual Meeting, Rio Grande, Puerto Rico, United States.
- Teghem, J. (01 January 2000). "L'optimisation combinatoire multicritère" [Paper presentation]. Conférence CIMASI, Casablanca, Morocco.
- Fortemps, P. (01 January 2000). "Quelques méthodes pour résoudre des problèmes multicritères" [Paper presentation]. Congrès RAMAD'2000, Ougadougou, Burkina Faso.
- Loukil, T., Teghem, J., & Fortemps, P. (01 January 2000). "Solving multi-objective problems with TABU search" [Paper presentation]. Congrès EURO 2000, Budapest, Hungary.
- Bouyssou, D., Perny, P., & Pirlot, M. (01 January 2000). "Nontransitive decomposable conjoint measurement as a general framework for decision" [Paper presentation]. Conférence EURO XVII, Budapest, Hungary.
- Loukil, T., Teghem, J., & Fortemps, P. (01 January 2000). "Solving general multi-objective scheduling problems with TABU search" [Paper presentation]. Congrès WPPC'2000, Mons, Belgium.
- Pirlot, M. (01 January 2000). "On the representation of semiorders on the integers" [Paper presentation]. International Conference on Ordinal and Symbolic Data Analysis, Bruxelles, Belgium.
- Fortemps, P., & Pirlot, M. (01 January 2000). "Characterisation of variants of the 'Min' as aggregation operators" [Paper presentation]. Conférence Belgium/Fuzzy2, Mons, Belgium.
- Fortemps, P. (01 January 2000). "Introduction à la problématique multicritère" [Paper presentation]. Congrès RAMAD'2000, Ougadougou, Burkina Faso.
- Fortemps, P., & Allet, S. (01 January 2000). "Un problème 'Job Shop Généralisé' avec durées de réalisation et délais d'achèvement flexibles" [Paper presentation]. Congrès LFA'2000, La Rochelle, France.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Haag, J. E., Lehoucq, S., Saucez, P., & Vande Wouwer, A. (2000). "Modeling and Simulation of a SMB Chromatographic Process Designed for Enantioseparation" [Paper presentation]. IFAC ADCHEM 2000, Pise, Italy.
- Pirlot, M., & Bouyssou, D. (2000). "Models for the representation of preferences and similitaries on a product set" [Paper presentation]. 3rd International Workshop on Preferences and Decision, Trento, Italy.
- Schiesser, W. E., Vande Wouwer, A., & Saucez, P. (2000). "Application of the adaptative method of Lines to Non-Linear Waves propagation problems" [Paper presentation]. PIERS 2000 (Progress in Electromagnetics Research Symposium), Cambridge, MA, United States.
- Vande Wouwer, A., Saucez, P., & Schiesser, W. E. (2000). "Application of Spatial p-an r- refinement in the method of lines" [Paper presentation]. SIAM Annual Meeting, Rio Grande, Puerto Rico, United States.
- Loukil, T., Teghem, J., & Tuyttens, D. (2000). "Solving scheduling problems with the MOSA method" [Paper presentation]. Acidea'2000 International Conference on Artificial and Computational Intelligence for Decision control and Automation for Engineering and Industrial Applications, Monastir, Tunisia.
- Haag, J. E., Lehoucq, S., Saucez, P., & Vande Wouwer, A. (2000). "Modeling and simulation of a chromatographic process designed for enantioseparation" [Paper presentation]. IFAC ADCHEM 2000, Pise, Italy.
1999
Périodiques scientifiques/Article
- Dubois, D., & Fortemps, P. (01 October 1999). Computing improved optimal solutions to max-min flexible constraint satisfaction. "European Journal of Operational Research, 118" (1), 95-126. doi:10.1016S0377-2217(98)00307-5
10.1016S0377-2217(98)00307-5.pdf - El Ulungu, Teghem, J., Fortemps, P., & Tuyttens, D. (01 January 1999). MOSA method: A tool for solving multi-objective cominatorial optimization problems. "Journal of Multi-Criteria Decision Analysis, 8", 221-236.
JMCDA-1999-MOSA Method.pdf
Colloques et congrès scientifiques/Communication orale non publiée/Abstract
- Fortemps, P. (01 January 1999). "Ensembles flous et Recherche Opérationnelle" [Paper presentation]. Congrès 'Mathématiques pour le développement', Ougadougou, Burkina Faso.
- Saucez, P., Vande Wouwer, A., & Schiesser, W. E. (01 January 1999). "On the solution of the cubic Schrödinger equation using the moving finite element method" [Paper presentation]. IMACS Conference on Nonlinear Evolution Equations and Wave Phenomena: Computation and Theory, Athens, United States.
- Bouyssou, D., & Pirlot, M. (01 January 1999). "A characterization of a very general model for ordinal dissimilarity indices" [Paper presentation]. Conférence ORBEL 13, Bruxelles, Belgium.
- Teghem, J., Fortemps, P., & Loukil, T. (01 January 1999). "Solving general multi-objective scheduling problems with TABU search" [Paper presentation]. Conference IFORS'99, Pékin, China.
- Fortemps, P. (01 January 1999). "A graded quadrivalent logic for preference modelling: Loyola approach" [Paper presentation]. Conférence ORBEL 13, Bruxelles, Belgium.
- Dubois, D., & Fortemps, P. (01 January 1999). "Choix des solutions préférées pour la programmation dynamique flexible" [Paper presentation]. Rencontres Francophones sur la Logique Floue et ses Applications, Mons, Belgium.
- Watson, M., Caram, H., Schiesser, W. E., Vande Wouwer, A., & Saucez, P. (01 January 1999). "Ignition Front Propagation in Reaction Bonded Aluminium Oxide" [Paper presentation]. 1999 IMACS International Conference on Nonlinear Evolution Equations and Wave Phenomena Computation and Theory, Athens, United States.
- Teghem, J., Loukil, T., & Tuyttens, D. (01 January 1999). "Solving general multi-objective scheduling problems with the MOSA method" [Paper presentation]. Conference DCI'99, Athènes, Greece.
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Godart, J.-M. (1999). "A Decision-Support System for Sightseeing Tour Planning" [Paper presentation]. Hospitality Information Technology Association Worldwide Conference, Edinburgh, United Kingdom.
- Godart, J.-M. (1999). "Combinatorial Optimisation Based Decision Support System for Trip Planning" [Paper presentation]. Information and Communication Technologies in Tourism, Innsbrück, Austria.
- Fortemps, P., & Pirlot, M. (1999). "Axiomatic characterization of some ordinal choice procedures" [Paper presentation]. Eurofuse-Sic'99 Conference, Budapest, Hungary.
- Bouyssou, D., & Pirlot, M. (1999). "About a general model for the aggregation of preferences into an ordinally valued relation" [Paper presentation]. Eurofuse-Sic'99 Conference, Budapest, Hungary.
- Teghem, J., Loukil, T., & Tuyttens, D. (1999). "Multi-objective scheduling problems" [Paper presentation]. Conférence ORBEL 13, Bruxelles, Belgium.
1997
Périodiques scientifiques/Article
- Fortemps, P., & Hapke, M. (24 November 1997). On the Disjunctive Graph for Project Scheduling. "Foundations of Computing and Decision Sciences, 22", 195-209.
- Fortemps, P. (24 November 1997). Jobshop scheduling with imprecise durations: a fuzzy approach. "IEEE Transactions on Fuzzy Systems, 5" (4), 557-569.
Ouvrages/Ouvrage publié en tant qu’auteur, traducteur, etc.
- Pirlot, M., & Vincke, P. (1997). "Semiorders: Properties, Representations, Applications". Kluwer Academic Publishers.
1996
Périodiques scientifiques/Article
- Fortemps, P., Ost, C., Pirlot, M., Teghem, J., & Tuyttens, D. (01 December 1996). Using metaheuristics for solving a production scheduling problem in a chemical firm. A case study. "International Journal of Production Economics, 46-47", 13-26. doi:10.1016/0925-5273(95)00168-9
Using metaheuristics.pdf - Fortemps, P., & Roubens, M. (23 September 1996). Ranking and defuzzification methods based on area compensation. "Fuzzy Sets and Systems, 82" (3), 319-330. doi:10.1016/0165-0114(95)00273-1
Area Compensation FSS.pdf
1995
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Ulungu, B., Teghem, J., & Fortemps, P. (1995). Heuristic for Multi-Objective Combinatorial Optimization Problems by Simulated Annealing. In J. GU, G. CHEN, Q. WEI, ... S. WANG (Eds.), "MCDM: Theory and Applications 1995" (pp. 229-238). Sci-Tech.
Périodiques scientifiques/Article
- Saucez, P., Remy, M., Renotte, C., & Mauroy, M. (01 March 1995). Thermal behaviour of the constant volume body plethysmograph. "IEEE Transactions on Biomedical Engineering, 42" (3), 269-277.
1994
Périodiques scientifiques/Article
- Tuyttens, D. (01 September 1994). Some more numerical experiments with LSNNO, a FORTRAN subroutine for solving large-scale nonlinear network optimization problem. "Optimization Methods and Software, 3" (1-3), 93-110.
tuyttens1994OMS.pdf - Tuyttens, D., Pirlot, M., Teghem, J., Trauwaert, E., & Liégeois, B. (01 September 1994). Homogeneous grouping of nuclear fuel cans through simulated annealing and tabu search. "Annals of Operations Research, 50" (1), 575-607.
AOR1994.pdf
1993
Périodiques scientifiques/Article
- Fortemps, P. (24 November 1993). A job shop scheduling with setup times. "Belgian Journal of Operations Research, Statistics and Computer Science, 33", 103--117.
- Liégeois, B., Pirlot, M., Teghem, J., Trauwaert, E., & Tuyttens, D. (01 July 1993). Balanced grouping through Simulated annealing. "Lecture Notes in Economics and Mathematical Systems, 396", 275-290.
LNEMS-1993-Balanced Grouping through Simulated Annealing.pdf
1992
Périodiques scientifiques/Article
- Toint, P. L., & Tuyttens, D. (01 May 1992). LSNNO, a FORTRAN subroutine for solving latge-scale nonlinear network optimization problems. "ACM Transactions on Mathematical Software, 18" (3), 308-328.
toint1992ACMTOMS.pdf
1991
Périodiques scientifiques/Article
- Bierlaire, M., Toint, P. L., & Tuyttens, D. (01 April 1991). On iterative algorithms for linear least squares problems with bound constraints. "Linear Algebra and its Applications, 143" (C), 111-143.
LAIABierlaire.pdf
1990
Périodiques scientifiques/Article
- Toint, P. L., & Tuyttens, D. (01 July 1990). On large scale nonlinear Network optimization. "Mathematical Programming, 48" (1-3), 125-159.
MathProgramming1990LSNNO.pdf
1986
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Libert, G. (1986). Nonmetric cluster analysis. In "Systems and Control Encyclopedia. Theory, Technology, Applications" (pp. 606-609). Pergamon Press Ltd.
- Libert, G. (1986). Compactness and number of clusters. In "Control and Cybernetics" (pp. 205-211). Polish Scientific Publishers.
Périodiques scientifiques/Article
- Tuyttens, D., & Teghem, J. (01 September 1986). Théorie des matroïdes et optimisation combinatoire. "Belgian Journal of Operations Research, Statistics and Computer Science, 26" (1), 27-62.
JORBEL1986DTJT.pdf
1985
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Libert, G. (1985). Quelques commentaires pour l'utilisation des méthodes de visualisation. In "Analyse en composantes principales, méthodes apparentées et leur usage en géographie humaine" (pp. 9-22). Acta Geographica Loveniensia.
1984
Périodiques scientifiques/Article
- Libert, G. (01 August 1984). The M-Competition with a fully automatic Box-Jenkins procedure. "Journal of Forecasting, 3" (3), 325-328.
- Libert, G. (01 January 1984). An automatic procedure for Box-Jenkins model building. "European Journal of Operational Research, 17" (1), 95-103.
1983
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Libert, G., & Roubens, M. (1983). New experimental results in cluster validity of fuzzy clustering algorithms. In "New Trends in Data Analysis and Applications" (pp. 205-218). North-Holland Publishing Co.
Périodiques scientifiques/Article
- Libert, G. (01 August 1983). Classification automatique. "Belgian Journal of Operations Research, Statistics and Computer Science, 23" (3), 44-80.
1982
Parties d’ouvrages/Contribution à des ouvrages collectifs
- Libert, G., & Roubens, M. (1982). Non metric fuzzy clustering algorithms and their cluster validity. In "Approximate Reasoning in Decision Analysis" (pp. 417-425). North-Holland Publishing Co.
Périodiques scientifiques/Article
- Libert, G., & Roubens, M. (1982). Construction automatique et continue de prévisions. "RAIRO: Recherche Opérationnelle".
1981
Périodiques scientifiques/Article
- Libert, G., & Dupuis, C. (01 October 1981). Comparaison de courbes de thermoluminescence de quartz par l'analyse des coefficients d'autocorrélation. "Revue de Statistique Appliquée, XXIX" (4), 51-59.
1977
Colloques et congrès scientifiques/Communication publiée dans un périodique
- Libert, G. (1977). "Compared interpretation of two classic forecasting models" [Paper presentation]. 10th European Meeting of Statisticians, Leuven, Belgium.