Books Chapters Journals International Conferences

Books

New

Dhaenens C., Jourdan L., "Metaheuristics for Big Data" 1st Edition, 212 pages Wiley-ISTE, 2016 ISBN-13: 978-1848218062, ISBN-10: 1848218060 Available on Web


Books Editor

Dhaenens C., Jourdan L.,, Marmion M-E. (Eds.), "Learning and Intelligent Optimization - LION'9", 9th International Conference, Revised Selected Papers, LNCS 8994, 2015 Available on Web

Coello Coello C., Dhaenens C., Jourdan L., "Advances in Multi-Objective Nature Inspired Computing", Studies in Studies in Computational Intelligence, Vol. 272 Springer, 2010. ISBN: 978-3-642-11217-1. Available on Web


Chapters in books

J. Hamon, J. Jacques, L. Jourdan, C. Dhaenens, "Knowledge discovery in Bioinformatics" in Handbook of Computational intelligence, Springer, 2015. ISBN 978-3-662-43504-5 Available on Web

Coello Coello C., Dhaenens C., Jourdan L., "Multi-Objective Combinatorial Optimization: Problematic and Context” in Advances in Multi-Objective Nature Inspired Computing, Springer, 2010. ISBN: 978-3-642-11217-1 Available on Web

F. Pamelard, G. Even, C. Apostol, C. Preda, C. Dhaenens, V. Fafeur, R. Desmet, O. Melnyk, "PASE: a web-based platform for peptide / protein microarray experiments", in M. Cretich editor, Peptide Microarrays, Humana Press, 2009. ISBN : 160327393X Available on Web

C. Dhaenens, M.L. Espinouse and B. Penz, "Classical Combinatorial Problems and Solution Techniques", in G. Finke editor, Operations research and Networks, Wiley, pp 71-103, 2008. ISBN : 978-1-84821-092-9

L. Jourdan, C. Dhaenens, and E.-G. Talbi., "Evolutionary Data Mining for Genomics (revised version)", in J. Wang editor, "Encyclopedia of Data warehousing and Mining, 2nd Edition", Idea Group, U.S.A, 2008, ISBN : 1- 59140-557-2

L. Jourdan, C. Dhaenens and E-G. Talbi, " Evolutionary Feature Selection for Bioinformatics", in Computational Intelligence In Bioinformatics, IEEE Computer Society Press, Dec 2007, ISBN: 0-470-10526-7

Dhaenens C, Lemesre J., Melab N., Mezmaz M., Talbi E-G., "Parallel exact methods for multi-objective combinatorial optimization", in Parallel Combinatorial Optimization, Wiley Series on Parallel and Distributed Computing, Chapter 8, pp. 187-210, Nov. 2006 ISBN: 0-471-72101-8

Khabzaoui M., Dhaenens C., Talbi E-G., "A Cooperative Genetic Algorithm for Knowledge Discovery in MicroArray Experiments", in Albert Y. Zomaya editor, Parallel Computing for Bioinformatics and Computational Biology, Chapter 13, pp 305-326, April 2006. ISBN: 0-471-71848-3

Jourdan L., Dhaenens C., Talbi E-G., " Evolutionary Data Mining for Genomics", in J. Wang editor, "Encyclopedia of Data warehousing and Mining", Idea Group, U.S.A, 2005, ISBN : 1-59140-557-2

Jourdan L., Khabzaoui M., Dhaenens C., Talbi E-G., "A hybrid metaheuristic for knowledge discovery in microarray experiments", in S. Olariu and A.Y. Zomaya editor, Handbook of Bioinspired Algorithms and Applications, CRC Press, USA, Chapter 28, pp. 491-508, 2004, ISBN : 1-58488-475-4.

Jourdan L., Dhaenens C., Talbi E-G., "Discovery of Genetic and environmental interactions in Disease Data using Evolutionary Computation", in D. Corne and G. Fogel editor, Evolutionary Computation in Bioinformatics, Morgan Kaufmann, Chapter 14, pp. 297-316, 2002 ISBN: 1-5586-0797-8.

Dhaenens C., Espinouse M.-L., Penz B., "Problèmes combinatoires classiques et techniques de résolution", in G. Finke, editor, Recherche Opérationnelle et réseaux, Hermes, 2002 ISBN: 2-7462-0363-4.


Journals

M. Vandromme, J. Jacques, J. Taillard, A. Hansske, L. Jourdan and C. Dhaenens, Extraction and optimization of classification rules for temporal sequences: application to hospital data, Knowledge Based System, Vol. 122, pp. 148-158, 2017. Available on Web

Jacques J., Taillard J., Delerue D., Dhaenens C. and Jourdan L., "Conception of a Dominance-based multi-objective local search in the context of classification rule mining in large and imbalanced data sets", Journal of Applied Soft Computing, Vol.34, pp. 704-720, 2015. Available on Web

Verel S., Liefooghe A., Jourdan L., Dhaenens C., "On the structure of multiobjective combinatorial search space: MNK-landscapes with correlated objectives", European Journal of Operational Research, Vol. 227(2), pp. 331-342, 2013.Available on Web

Marmion M-É., Jourdan L. and Dhaenens C., "Fitness Landscape Analysis and Metaheuristics Efficiency", Journal of Mathematical Modelling and Algorithms in Operations Research, Vol.12(1), pp. 3-26, 2013. Available on Web

D. Corne D., Dhaenens C., Jourdan L. "Synergies between Operations Research and Data Mining: the emerging use of multi-objective approaches, " European Journal of Operational Research, Volume 221(3), pp. 469–479, 2012. Available on Web

R. Chevrier, A. Liefooghe, L. Jourdan and C. Dhaenens. "Solving a Dial-a-Ride Problem with a Hybrid Evolutionary Multi-objective Approach. " Applied Soft Computing, Volume 12(4), pp. 1247–1258, 2012. Available on Web

Dhaenens C., Lemesre J., Talbi E.-G. "K-PPM: A New Exact Method to solve Multi-Objective Combinatorial Optimization Problems", European Journal of Operational Research, Vol 200(1), pp. 45-53, 2010. Available on Web

S.K Amous and T. Loukil and S. Elaoud and C. Dhaenens, "A new genetic algorithm applied to the traveling salesman problem", Int. Journal of Pure and Applied Mathematics, Vol. 48, pp. 151-166, 2008.

Khabzaoui M., Dhaenens C., Talbi E-G., "Combining evolutionary algorithms and exact approaches for multi-objective knowledge discovery ", RAIRO Operations Research Vol. 42, pp. 69-83, 2008. Available on Web

Pierson J.-M., Gossa J., Wehrle P., Cardenas Y., Cahon S., El Samad M., Brunie L., Dhaenens C., Hameurlain A., Melab N., Miquel M., Morvan F., Talbi E.-G., Tchounikine A., "GGM: Efficient Navigation and Mining in Distributed Genomedical Data", IEEE Transactions on Nanobioscience, vol 6(2), pp. 110-116, 2007. Available on Web

Lemesre J., Dhaenens C., Talbi E.-G. "Parallel Partitionning Method (PPM): A new exact method to solve bi-objective problems", Computers and Operations Research, vol 34, pp. 2450-2462, 2007. Available on Web

Lemesre J., Dhaenens C., Talbi E.-G. "An exact parallel method for a bi-objective permutation flowshop problem", European Journal of Operational Research, vol 177(3), pp. 1641-1655, 2007. Available on Web

Rahoual M., Mabed M.H., Dhaenens C., Talbi E.-G.

"A comparative study of different optimization techniques for a bi-criteria flow-shop problem", Journal of Combinatorial Mathematics and Combinatorial Computing (JCMCC), vol 57, pp. 3-32, 2006.

Jourdan L., Dhaenens C., Talbi E.-G., "Linkage disequilibrium study with a parallel adaptive GA", International Journal of Foundation in Computer Science, IJFCS, vol 16(2), pp. 241-260, 2005. Available on Web

Jourdan L., Dhaenens C., Talbi E.-G., "ASGARD: un algorithme génétique pour les règles d'association", Extraction de Connaissances et Apprentissage (ECA - Hermès), vol. 16(6), pp. 657-683, 2002. Available on Web

Jourdan L., Dhaenens C., Talbi E.-G., Gallina S., "A Data Mining Approach to Discover Genetic Factors involved in Multifactorial Diseases", Knowledge Based Systems (KBS) Journal, Elsevier Science, vol. 15(4), pp. 235-242, 2002. Available on Web

Brucker P., Dhaenens-Flipo C., Knust S., Kravchenko S.A., Werner F., "Complexity results for parallel machine problems with a single server", Journal of Scheduling, Wiley, pp.429-457, 2002. Available on Web

Dupont L., Dhaenens-Flipo C., "Minimizing the makespan on a single batching machine with non identical job sizes", Computers and Operations Research, Elsevier Science, vol. 29, pp.807-819, 2002. Available on Web

Dhaenens-Flipo C., "A bi-criterion approach to deal with a constrained single-objective problem", International Journal of Production Economics, Elsevier Science, vol. 74, pp.93-101, 2001. Available on Web

Dhaenens-Flipo C., Finke G., "An integrated model for an industrial production-distribution problem", IIE Transactions, Springer, vol 33(9), pp.705-715, 2001. Available on Web

Dhaenens-Flipo C., "Spatial decomposition for a Multi-Facility Production and Distribution problem", International Journal of Production Economics, Elsevier Science, vol. 64, pp. 177-186, 2000. Available on Web


Recent International Conferences

Lucien Mousin, Marie-Eleonore Kessaci-Marmion and Clarisse Dhaenens, An Iterated Greedy-based Approach Exploiting Promising Sub-Sequences of Jobs to solve the No-Wait Flowshop Scheduling Problem, MIC 2017.

Maxence Vandromme, Julie Jacques, Julien Taillard, Laetitia Jourdan and Clarisse Dhaenens, A local search-based multi-objective metaheuristic for biclustering on heterogeneous data, MIC 2017.

Lucien Mousin, Marie-Eleonore Kessaci-Marmion and Clarisse Dhaenens, A new constructive heuristic for the No-Wait Flowshop Scheduling Problem, LION 2017.

Marie-Éléonore Kessaci-Marmion, Clarisse Dhaenens, Jérémie Humeau, Neutral Neighbors in Bi-objective Optimization: Distribution of the most promising for permutation problems, EMO 2017, LNCS 10173, p. 344-358, 2017. Available on Web

Maxence Vandromme, Julie Jacques, Julien Taillard, Laetitia Jourdan and Clarisse Dhaenens, A scalable biclustering method for heterogeneous medical data, Second International Workshop on Machine Learning, Optimization and Big Data - MOD 2016, LNCS 10122, p. 70-81, 2016. Available on Web

Marie-Éléonore Marmion, Hernán Aguirre, Clarisse Dhaenens, Laetitia Jourdan, Kyoshi Tanaka: Multi-objective Neutral Neighbors? What could be the definition(s)?, GECCO 2016, best paper nomination, p349-356. Available on Web

Lucien Mousin, Laetitia Jourdan, Marie-Éléonore Marmion, Clarisse Dhaenens: Feature Selection using Tabu Search with Learning Memory: Learning Tabu Search, LION 2016, LNCS 10079, p. 141-156, 2016. Available on Web

Dufourny Sylvain and Dhaenens Clarisse: Optimization of business game decisions, IFAC / IEEE / IFORS / IFIP / INFORMS Conference on Manufacturing Modelling, Management, and Control, MIM, p271-276, 2016. Available on Web

Aymeric Blot, Hernan Aguirre, Clarisse Dhaenens, Laetitia Jourdan, Marie-Eléonore Marmion, and K. Tanaka: Neutral but a Winner! How Neutrality helps Multiobjective Local Search Algorithms, EMO (1) 2015: 34-47. Available on Web

Dufourny Sylvain and Dhaenens Clarisse: An original hybrid approach to optimize economic decisions in a business game, Metaheuristics International Conference, MIC 2015.

Vandromme Maxence, Jacques Julie, Taillard Julien, Jourdan Laetitia and Dhaenens Clarisse: Handling numerical data to evolve classification rules using a Multi-Objective Local Search, Metaheuristics International Conference, MIC 2015.

Benjamin Fisset, Laetitia Jourdan and Clarisse Dhaenens: MO-Mine_clust: A framework for multi-objective Clustering, Learning and Intelligent Optimization - LION'9", LNCS 8994, p293-305, 2015. Available on Web

Julie Jacques, Julien Taillard, David Delerue, Laetitia Jourdan, Clarisse Dhaenens: The benefits of using multi-objectivization for mining pittsburgh partial classification rules in imbalanced and discrete data. GECCO 2013: 543-550 Available on Web

Julie Hamon, Clarisse Dhaenens, Gaël Even, Julien Jacques: Feature selection in high dimensional regression problems for genomic, In Tenth International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2013 Available on Web

Julie Jacques, Julien Taillard, David Delerue, Laetitia Jourdan, Clarisse Dhaenens: MOCA-I: Discovering Rules and Guiding Decision Maker in the Context of Partial Classification in Large and Imbalanced Datasets. LION 2013: 37-51 Available on Web

Marie-Eléonore Marmion, Aymeric Blot, Laetitia Jourdan, Clarisse Dhaenens: Neutrality in the Graph Coloring Problem. LION 2013: 125-130 Available on Web

Julie Hamon, Clarisse Dhaenens, Gaël Even, Julien Jacques: Feature selection for high dimensional regression using local search and statistical criteria International Conference on Metaheuristics and Nature Inspired Computing, META 2012 Available on Web

Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel: NILS: A Neutrality-Based Iterated Local Search and Its Application to Flowshop Scheduling. EvoCOP 2011: 191-202 Available on Web

Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens: Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives. EvoCOP 2011: 226-237 Available on Web

Sébastien Vérel, Arnaud Liefooghe, Clarisse Dhaenens: Set-based multiobjective fitness landscapes: a preliminary study. GECCO 2011: 769-776 Available on Web

Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel: The road to VEGAS: guiding the search over neutral networks. GECCO 2011: 1979-1986 Available on Web

Sébastien Vérel, Arnaud Liefooghe, Jérémie Humeau, Laetitia Jourdan, Clarisse Dhaenens: On the Effect of Connectedness for Biobjective Multiple and Long Path Problems. LION 2011: 31-45 Available on Web

Sébastien Vérel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens: Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes. LION 2011: 116-130 Available on Web

Marie-Eléonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Vérel: On the Neutrality of Flowshop Scheduling Fitness Landscapes. LION 2011: 238-252 Available on Web