Publications

Book and Chapter - Journal Article - Conference Papers


Book (Monograph)

Metaheuristics for Big Data 1st Edition by Clarisse Dhaenens and Laetitia Jourdan- 212 pages Wiley-ISTE (2016) ISBN-13: 978-1848218062, ISBN-10: 1848218060


Book (Editor)

9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised Selected Papers, LNCS 8994, DOI 10.1007/978-3-319-19084-6 Dhaenens, Clarisse, Jourdan, Laetitia, Marmion, Marie-Eléonore (Eds.)

Advances in multi-objective nature inspired computing (Studies in computational intelligence, Vol. 272) Editor : COELLO Coello Carlos A., DHAENENS Clarisse, JOURDAN Laetitia · 02-2010 · ISBN-13: 9783642112171.


Book (chapter)

Julie Hamon, Julie Jacques, Laetitia Jourdan, Clarisse Dhaenens (2015) Evolutionary Combinatorial Optimization for Knowledge Discovery in Bioinformatics ISBN 978-3-662-43504-5 Springer Handbook of Computational Intelligence Pages 1211-1223, Springer, 2015. ISBN 978-3-662-43504-5.

M.R. Khouadjia , L. Jourdan et E-G. Talbi (2014) Résolution du problème de tournées dynamiques par essaim de particule in Gestion et optimisation des systèmes de transport multimodaux, eds HAMMADI Slim, KSOURI Mekki, Lavoisier.

M.R. Khouadjia , L. Jourdan et E-G. Talbi (2013) Solving the Problem of Dynamic Routes by Particle Swarm in Multimodal Transport Systems Slim Hammadi, Mekki Ksouri ISBN: 978-1-84821-411-8

Seridi, K., Jourdan, L. and Talbi, E.-G. (2013) Multiobjective Biclustering of Gene Expression Data with Bioinspired Algorithms, in Biological Knowledge Discovery Handbook: Preprocessing, Mining, and Postprocessing of Biological Data (eds M. Elloumi and A. Y. Zomaya), John Wiley & Sons, Inc., Hoboken, New Jersey. doi: 10.1002/9781118617151.ch26

M. R. Khouadjia, B. Sarasola, E. Alba, E-G. Talbi, L. Jourdan. Metaheuristics for Dynamic Vehicle Routing. In Alba (E.), Nakib (A.) et Siarry (P.) (Eds), Metaheuristics for Dynamic Optimization, Studies in Computational Intelligence, Volume 433, 2013, pp 265-289 Springer Edition. September 2012. ISBN 978-3-642-30664-8.

C. Coello Coello, C. Dhaenens, L. Jourdan Multi-Objective Combinatorial Optimization: Problematic and Context. Advances in Multi-objective Nature Inspired Computing, Studies in Computational Intelligence vol. 272, pp. 1-22, Springer, 2010.

A. Liefooghe, L. Jourdan, T. Legrand, J. Humeau, E-G. Talbi. ParadisEO-MOEO: A Software Framework for Evolutionary Multi-objective Optimization. Advances in Multi-objective Nature Inspired Computing, Studies in Computational Intelligence vol. 272, pp. 87-117, Springer, 2010 .

L. Jourdan, C. Dhaenens and E-G. Talbi. Evolutionary Feature Selection for Bioinformatics In Computational Intelligence In Bioinformatics, IEEE Computer Society Press (14 décembre 2007), ISBN: 0-470-10526-7 [book]

M. Basseur, L. Jourdan and E-G. Talbi, Towards parallel design of hybrids between Metaheuristics and exact methods. In Parallel combinatorial Optimization, chapter 7, pp. 163-186, ISBN: 0-471-72101-8, November 2006. [bibtex][book].

L. Jourdan, C. Dhaenens and E-G. Talbi. Evolutionary Data Mining for Genomics.In the Encyclopedia of Data warehousing and Mining. Ed. J. Wang, Editor Idea Group, U.S.A, ISBN: 1-59140-557-2, pp. 482-486, April 2005. [bibtex] [book].

L. Jourdan, M. Khabzaoui, C. Dhaenens, and E-G. Talbi. A hybrid evolutionary algorithm for knowledge discovery in microarray experiments In Handbook of Bioinspired Algorithms and Applications. Ed. S. Olariu and A.Y. Zomaya, CRC Press, USA, Chapter 28, pp. 489-505, ISBN: 1-58488-475-4, October 2005. [bibtex] [book].

L. Jourdan, C. Dhaenens, E-G. Talbi. A genetic algorithm to exploit genetic data In "Evolutionary Computation and Bioinformatics" in D. Corne and G. Fogel editors, Morgan Kaufmann, ISBN: 1-55860-797-8, Chapitre 14, pp. 297-316, Octobre 2002. [bibtex] [book].


Special issue edition

Recent Advances in Bio-inspired Metaheuristics and their Engineering Applications, International Journal of Metaheuristics 2016

L. Jourdan and E. -G. Talbi "Special Issue on New Advances in Metaheuristics", Journal of Mathematical Modelling and Algorithms in Operations Research 2013.

L. Jourdan and E. -G. Talbi "Special Issue on Recent Developments in Bioinspired Algorithms", Vol. 9, n°2, JMMA 2010.

L. Jourdan and E-G. Talbi, Guest Editorial, Special Issue on Metaheuristics, JMMA, Vol. 7, n° 2, pp. 99-100, 2008.


International refereed journals

22. M. Vandromme, J. Jacques, J. Taillard, L. Jourdan and C. Dhaenens, ''Extraction and optimization of classification rules for temporal sequences: application to hospital data'', Knowledge Based System Volume 122, pp 148–158 (2017). DOI: http://www.sciencedirect.com/science/article/pii/S0950705117300588

21. Sophie Jacquin, Laetitia Jourdan, El-Ghazali Talbi A Multi-objective Dynamic Programming Based Metaheuristic to Solve a Bi-objective Unit Commitment Problem using a Multi-objective Decoder , International Journal of Metaheuristics, vol: 5(1): 3-30 (2016)

20. Julie Jacques, Julien Taillard, David Delerue, Clarisse Dhaenens and Laetitia Jourdan 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: 705-720 (2015)

19. Khedidja Seridi, Laetitia Jourdan and El-Ghazali Talbi Using Multiobjective biclustering optimization for biclustering microarray data Journal of Applied Soft Computing, vol. 33: 239-249 (2015)

18. S. Verel, A. Liefooghe, L. Jourdan, C. Dhaenens On the structure of multiobjective combinatorial search space: MNK-landscapes with correlated objectives, European Journal of Operational Research, 2013, 227 (2), pp. 331-342 DOI: http://dx.doi.org/10.1016/j.ejor.2012.12.019.

17. M. R. Khouadjia, B. Sarasola, E. Alba, L. Jourdan, E-G. Talbi, Multi-Environmental Cooperative Parallel Metaheuristics for Solving Dynamic Optimization Problems, The Journal of Supercomputing 63(3): 836-853 (2013) DOI: http://dx.doi.org/10.1007/s11227-012-0774-x.

16. M-É. Marmion, L. Jourdan and C. Dhaenens. Fitness Landscape Analysis and Metaheuristics Efficiency. In Journal of Mathematical Modelling and Algorithms in Operations Research, Vol.12(1), pages 3-26, 2013. DOI: http://dx.doi.org/10.1007/s10852-012-9177-5

15. D. Corne, C. Dhaenens and L. Jourdan. Synergies between Operations Research and Data Mining: the emerging use of multi-objective approaches, In European Journal of Operational Research, Volume 221, Issue 3, September 2012, Pages 469–479 DOI: http://dx.doi.org/10.1016/j.ejor.2012.03.039

14. A. Liefooghe, M. Basseur, J. Humeau, L. Jourdan, E-G. Talbi. ''On Optimizing a Bi-objective Flowshop Scheduling Problem in Uncertain Environment Computers and Mathematics with Applications'', Volume 64, Issue 12, December 2012, Pages 3747–3762 DOI: http://dx.doi.org/10.1016/j.camwa.2012.02.051

13. R. Chevrier, A. Liefooghe, L. Jourdan and C. Dhaenens. Solving a Dial-a-Ride Problem with a Hybrid Evolutionary Multi-objective Approach. In Applied Soft Computing, Volume 12, Issue 4, April 2012, Pages 1247–1258 DOI: http://dx.doi.org/10.1016/j.asoc.2011.12.014

12. M. R. Khouadjia, B. Sarasola, E. Alba, L. Jourdan, E-G. Talbi, A comparative study between dynamic adapted PSO and VNS for the Vehicle Routing Problem with Dynamic Requests, Journal of Applied Soft Computing, Volume 12, Issue 4, April 2012, Pages 1426–1439 DOI: http://dx.doi.org/10.1016/j.asoc.2011.10.023

11. A. Liefooghe, J. Humeau, S. Mesmoudi, L. Jourdan, E-G.i Talbi, On Dominance-based Multiobjective Local Search: Design, Implementation and Experimental Analysis on Scheduling and Traveling Salesman Problems, Journal of Heuristic, Volume 18, Number 2 (2012), Pages 317-352. DOI: http://dx.doi.org/10.1007/s10732-011-9181-3

10. J.-C. Boisson, L. Jourdan, E.-G. Talbi, Metaheuristics based De Novo Protein Sequencing: A new approach, ' Applied Soft Computing, Vol 11, n 2, pp: 2271-2278 (2011). DOI : http://dx.doi.org/10.1016/j.asoc.2010.08.007

9. A. Liefooghe, L. Jourdan, E-G. Talbi A software framework based on a conceptual unified model for evolutionary multiobjective optimization: ParadisEO-MOEO, European Journal of Operational Research vol. 209, n. 2, pp.. 104-112, 2011. DOI: http://dx.doi.org/10.1016/j.ejor.2010.07.023

8. J-C. Boisson, L. Jourdan, E-G. Talbi and D. Horvath. Single- and Multi-Objective Cooperation for the Flexible Docking Problem, Vol. 9, n° 2, pp. 195-208, JMMA 2010. DOI: http://dx.doi.org/10.1007/s10852-010-9128-y

7. A. Liefooghe, L. Jourdan, E-G. Talbi. Metaheuristics and cooperative approaches for the bi-objective ring star problem. Computers & Operations Research, vol. 37, n. 6, pp. 1033-1044, 2010. DOI: http://dx.doi.org/10.1016/j.cor.2009.09.004

6. E. Alba, J. Garcia-Nieto, L. Jourdan, E-G. Talbi. Sensitivity and Specifity Based Multiobjective Approach for Feature Selection: Application to Cancer Diagnosis. Information Processing Letters, Volume 109, Issue 16, 31 July 2009, Pages 887-896. DOI; http://dx.doi.org/10.1016/j.ipl.2009.03.029

5. L. Jourdan, O. Schütze, T. Legrand, E-G. Talbi, and J-L. Wojkiewicz. An Analysis of the Effect of Multiple Layers in the Multi-objective Design of Conducting Polymer Composites. Materials and Manufacturing Processes, Volume 24, Issue 3 March 2009 , pages 350 - 357. DOI : [http://dx.doi.org/10.1080/10426910802679535]]

4. L. Jourdan, M. Basseur and E-G. Talbi, Hybridizing Exact Method and Metaheuristics: A Taxonomy, European Journal of Operational Research, Volume 199, Issue 3, 16 December 2009, Pages 620-629. DOI: http://dx.doi.org/10.1016/j.ejor.2007.07.035

3. O. Schuetze, L. Jourdan, T. Legrand, E-G. Talbi, J-L. Wojkiewicz, New Analysis of the Optimization of Electromagnetic Shielding Properties Using Conducting Polymers and a Multi-Objective Approach, Volume 19 Issue 7, Pages 762 - 769, Polymers for Advanced Technologies 2008. DOI [http://dx.doi.org/10.1002/pat.1030]]

2. L. Vermeulen-Jourdan, C. Dhaenens and E-G. Talbi Linkage disequilibrium study with a parallel adaptive GA, International Journal of Foundation in Computer Science, IJFCS, 16 (2) pp. 241--260, ISSN: 0129-0541, April 2005. DOI: http://dx.doi.org/10.1142/S0129054105002978

1. L. Jourdan, C. Dhaenens, E-G. Talbi and S. Gallina A Data Mining Approach to Discover Genetic and Environmental Factors involved in Multifactorial Diseases , the special issue on "Biological Data Mining and Knowledge Discovery" of "Knowledge Based Systems" Journal (Elsevier), ISSN: 0950-7051, 15 (4) pp. 235--242, May 2002. DOI: http://dx.doi.org/10.1016/S0950-705100145-9


National refereed journals

A. Liefooghe, L. Jourdan, M. Basseur, E-G. Talbi, Métaheuristiques pour le flow-shop sous incertitude, Revue d'Intelligence artificielle, Hermès, vol. 22, n°2, pp. 183-208, 2008. ISBN : 0992-499X. DOI: http://ria.revuesonline.com/article.jsp?articleId=11537

L. Jourdan, C. Dhaenens, EG. Talbi ASGARD : un algorithme génétique pour les règles d'association, numéro spécial d'Extraction de Connaissances et Apprentissage (ECA - Hermès) 16 (6), pp. 657--683, ISBN : 2-7462-0637-4.


International refereed conferences

  1. A. Blot, L. Jourdan and M-E. Marmion : Automatic Design of Multi-Objective Local Search Algorithms, accepted as full paper in GECCO 2017.
  2. A. Blot, L. Jourdan and M-E. Marmion : AMH: a new Framework to Design Adaptive Metaheuristics, accepted MIC 2017.
  3. M. Vandromme, J. Jacques, J. Taillard, L. Jourdan and C. Dhaenens, A local search-based multi-objective metaheuristic for biclustering on heterogeneous data, accepted MIC 2017.
  4. A. Blot, A. Pernet, L. Jourdan, M-E. Kessaci-Marmion and H. Hoos Automatically Configuring Multi-objective Local Search using Multi-objective Optimisation, EMO 2017, LNCS, pp. 61-76, 2017.
  5. S. Jacquin, E. Allart, F. Dufossé and L. Jourdan, Decoder-based Evolutionary Algorithm for bi-objective Just-in-Time Single-Machine Job-shop, accepted IEEE SSCI 2016.
  6. M. Vandromme, J. Jacques, J. Taillard, L. Jourdan and C. Dhaenens, A scalable biclustering method for heterogeneous medical data, accepted MOD 2016, LNCS, Pisa.
  7. A. Blot, H. Hoos, L. Jourdan, M-E. Marmion and H. Trautmann. MO-ParamILS: A Multi-objective Automatic Algorithm Configuration Framework, LION 2016, pp. 32-47, LNCS, Ischia.
  8. L. Mousin, L. Jourdan, M-E. Marmion and C. Dhaenens. Feature Selection using Tabu Search with Learning Memory: Learning Tabu Search, LION 2016, pp. 141-156, LNCS, Ischia.
  9. M-E. Marmion, H. Aguirre, C. Dhaenens, L. Jourdan and K. Tanaka. Multi-objective Neutral Neighbors? What could be the definition(s)?, GECCO 2016, pp. 349-356.
  10. M. Vandromme, J. Jacques, J. Taillard, L. Jourdan and C. Dhaenens Handling numerical data to evolve classification rules using a Multi-Objective Local Search, MIC 2015
  11. S. Jacquin, L. Jourdan, E-G. Talbi A Multi-objective Dynamic Programming Based Metaheuristic to Solve the Bi-objective Unit Commitment Problem , MIC 2015
  12. S. Jacquin, L. Mousin, I. Machado, E-G. Talbi and L. Jourdan. A Comparison of Decoding Strategies for the 0/1 Multi-objective Unit Commitment Problem, EMO 2015, LNCS 9018, pp. 381-395.
  13. A. Blot, H. Aguirre, C. Dhaenens, L. Jourdan, M-E. Marmion, and K. Tanaka, Neutral but a Winner! How Neutrality helps Multiobjective Local Search Algorithms, EMO 2015, LNCS 9018, pp. 34-47.
  14. B. Fisset, L. Jourdan and C. Dhaenens. MO-Mineclust: A framework for multi-objective Clustering, LION9, LNCS 8994, pp. 293-305, 2015
  15. S. Jacquin, L. Jourdan, E.G. Talbi DYNAMOP applied to Unit Commitment Problem, LION9, LNCS 8994, pp. 223-228, 2015
  16. S. Jacquin, L. Jourdan, E.G. Talbi, Dynamic Programming Based Metaheuristic for Energy Planing Problems, LNCS 8602, EVO* 2014,pp: 165-176, 2014.
  17. K. Seridi, L. Jourdan, E.G. Talbi. Preliminary studies on Biclustering of GWA: a multiobjective approach EA 2013, LNCS 8752, pp: 106-117, 2013.
  18. J. Jacques, J. Taillard, D. Delerue, L. Jourdan, C. Dhaenens, Study on the Benefits of Using Multi-Objectivization for Mining Pittsburgh Partial Classification Rules in Imbalanced and Discrete Data, GECCO 2013, ACM, pp: 543-550.
  19. K. Seridi, L. Jourdan, E.G. Talbi. Multiobjective Path Relinking for Biclustering: Application to Microarray Data EMO 2013, LNCS 7811, pp: 200-214 2013.
  20. J. Jacques, J. Taillard, D. Delerue, L. Jourdan, C. Dhaenens. MOCA-I: discovering rules and guiding decision maker in the context of partial classification in large and imbalanced datasets, LION 7, LNCS 7997, pp: 37-51, 2013.
  21. Marie-Eleonore Marmion, Aymeric Blot, Laetitia Jourdan & Clarisse Dhaenens Neutrality in the Graph Coloring Problem, LION 7, LNCS 7997, pp: 125-130 2013.
  22. K. Seridi, L. Jourdan, E.G. Talbi. Hybrid Metaheuristic for Multi-objective Biclustering in Microarray Data. 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012.[ DOI ]
  23. K. Seridi, L. Jourdan, E.G. Talbi. Parallel Hybrid Metaheuristic for Multi-­objective Biclustering in Microarray Data, NIDISC 2012, The 15th International Workshop on Nature Inspired Distributed Computing, IPDPS, 2012. [ DOI ]
  24. M-E. Marmion, C. Dhaenens L. Jourdan, A. Liefooghe, S. Verel. The Road to VEGAS: Guiding the Search over Neutral Networks In Proceedings of the annual conference on Genetic and evolutionary computation (GECCO'11), 2011.
  25. K. Seridi, L. Jourdan and E-G. Talbi Multi-objective Evolutionary Algorithm for Biclustering in Microarrays Data In CEC 2011, IEEE, New Orleans, 2011
  26. S. Verel, A. Liefooghe, L. Jourdan, C. Dhaenens Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives, EVOCOP'11, LNCS, Turino, 2011.
  27. M-E. Marmion, C. Dhaenens, L. Jourdan, A. Liefooghe, S. Verel, NILS: a Neutrality-based Iterated Local Search and its application to Flowshop Scheduling, EVOCOP'11, LNCS, Turino, 2011. [ http://dx.doi.org/10.1007/978-3-642-20364-0_17 ]
  28. B. Sarasola, M. R. Khouadjia, E. Alba, L. Jourdan, El-Ghazali Talbi Flexible Variable Neighborhood Search in Dynamic Vehicle Routing, EvoStoc'11, LNCS, Turino, 2011. [ DOI ]
  29. M. R. Khouadjia, B. Sarasola, E. Alba, L. Jourdan, El-Ghazali Talbi Multi-Environmental Cooperative Parallel Metaheuristics for Solving Dynamic Optimization Problems, NIDISC'11, IEEE, 2011.
  30. S. Verel, A. Liefooghe, L. Jourdan and C. Dhaenens , Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes, LIONS 5, LNCS, Roma, 2011.
  31. M-E. Marmion, C. Dhaenens, L. Jourdan, S. Verel and A. Liefooghe On the Neutrality of Flowshop Scheduling Fitness Landscapes, LIONS 5, LNCS, Roma, 2011.
  32. S. Verel, A. Liefooghe, J. Humeau, L. Jourdan and C. Dhaenens On the Effect of Connectedness for Biobjective Multiple and Long Path Problems, LIONS 5, LNCS, Roma, 2011.
  33. Remy Chevrier, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens "On Optimizing a Demand Responsive Transport with an Evolutionary Multi-Objective Approach", 13th International IEEE Annual Conference on Intelligent Transportation Systems, 2010.
  34. M. Khouadjia, E. Alba, L. Jourdan and E-G. Talbi. "Mutli-Swarm Optimization for Dynamic Combinatorial Problems: a case study on Dynamic Vehicle Routing Problem", ANTS 2010, LNCS Volume 6234, 2011, DOI: 10.1007/978-3-642-15461-4, pp 227-238.
  35. Dalia Sulieman, Laetitia Jourdan and El-Ghazali Talbi, "Using Multiobjective metaheuristics to solve VRP with uncertain demands", CEC 2010.
  36. Salma Mesmoudi, Jorge Tavares, Laetitia Jourdan, El-Ghazali Talbi, "Variable Genetic Operator Search for the Molecular Docking Problem", Evobio 2010, LNCS 6023 Springer 2010, ISBN 978-3-642-12210-1, pp. 1-12. Best Paper Nominee.
  37. M. Khouadjia, L. Jourdan and E-G. Talbi. Adaptive Particle Swarm for Solving the Dynamic Vehicle Routing Problem, ACS/IEEE International Conference on Computer Systems and Applications (AICCSA), 2010.
  38. Marie-Éléonore Marmion, Laetitia Jourdan, Clarisse Dhaenens, Comparison of Neighborhood for the HFF-AVRP, IEEE International Conference on Computer Systems and Applications (AICCSA 2010 workshop), Hammamet, Tunisie, Mai 2010
  39. Waldo Cancino, Laetitia Jourdan, El-Ghazali Talbi, Alexandre Delbem, "Parallel multi-objective approaches for inferring phylogenies", Evobio 2010, LNCS 6023 Springer 2010, ISBN 978-3-642-12210-1, pp. 26-37. Best Paper Nominee.
  40. Waldo Cancino, Laetitia Jourdan, El-Ghazali Talbi, Alexandre Delbem, "A parallel multi-objective evolutionary algorithm for phylogenetic inference", LION 4, 2010.
  41. A. Liefooghe, S. Mesmoudi, J. Humeau, L. Jourdan, E-G. Talbi: A Study on Dominance-Based Local Search Approaches for Multiobjective Combinatorial Optimization. Lecture Notes in Computer Science 5752 Springer 2009, ISBN 978-3-642-03750-4, SLS 2009: 120-124.
  42. A. Liefooghe, L. Jourdan and E-G. Talbi A Unified Model for Evolutionary Multi-objective Optimization and its Implementation in a General Purpose Software Framework IEEE MCDM 2009, Nashville USA, Page(s):88 - 95.
  43. A. Liefooghe, L. Jourdan, N. Jozefowiez, E-G. Talbi. On the Integration of a TSP Heuristic into an EA for the Bi-objective Ring Star Problem. C. Cotta et al. (eds.): International Workshop on Hybrid Metaheuristics (HM 2008), Lecture Notes in Computer Science (LNCS) vol. 5296, pp. 117–130, Malaga, Spain, 2008.
  44. J-C. Boisson, L. Jourdan, E-G. Talbi and D. Horvath. Parallel multi-objective algorithms for the molecular docking problem, Conference in Computational Intelligence in Bioinformatics and Bioengineering (CIBCB), 15-17 septembre 2008, Sun Valley Resort, Idaho, USA. (Best student paper).
  45. A. Liefooghe, L. Jourdan, M. Basseur, E-G. Talbi, E.K. Burke. Metaheuristics for the Bi-objective Ring Star Problem. Eighth European Conference on Evolutionary Computation in Combinatorial Optimisation (EvoCOP 2008), Lecture Notes in Computer Science (LNCS), vol. 4972, pp. 206-217, Napoli, Italy, 2008.
  46. E-G. Talbi, L. Jourdan, J. Garcia-Nieto, E. Alba Comparison of population based metaheuristics for feature selection: Application to microarray data classification, IEEE/ACS International Conference on Computer Systems and Applications, 2008 (AICCSA 2008). pp 45-52.
  47. E. Alba, J. Nieto, L. Jourdan and E-G. Talbi, Gene Selection in Cancer Classification using GPSO/SVM and GA/SVM Hybrid Algorithms, CEC 2007, Singapor.
  48. E. Alba, J. García-Nieto, L. Jourdan and E. G. Talbi. A Comparison of PSO and GA Approaches for Gene Selection and Classification of Microarray Data. Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2007), London, UK, July, ACM Press, 2007.
  49. L. Jourdan, T. Legrand, O. Schuetze, E-G. Talbi, J-L. Wojkiewicz, A multiobjective genetic algorithm to optimize electromagnetic properties of conducting polymer composites in the microwave band, IESM 2007, Beijing, China.
  50. A. Liefooghe, M. Basseur, L. Jourdan, E-G. Talbi Multi-Objective Combinatorial Optimization for Stochastic Problems: an Application to the Flow-Shop Scheduling Problem, EMO 2007, LNCS Vol. 4408, pp. 386-400, Matsushima, Japan
  51. A. Liefooghe, M. Basseur, L. Jourdan, E-G. Talbi, Paradiseo-MOEO: A Framework for Evolutionary Multi-objective Optimization, EMO 2007, LNCS Vol. 4408, pp. 457-471, Matsushima, Japan.
  52. O. Schuetze, L. Jourdan, T. Legrand, E-G. Talbi, J-L. Wojkiewicz, "A Multi-Objective Approach to the Design of Conducting Polymer Composites for Electromagnetic Shielding", EMO 2007, LNCS Vol. 4408, pp. 590-603, Matsushima, Japan.
  53. L. Jourdan, C. Dhaenens and E-G. Talbi, Using datamining techniques to help metaheuristics: a short survey, HM 2006, International Workshop on Hybrid Metaheuristics, October 13-15 2006,LNCS Vol. 4030, pp. 57-69, ISBN: 3-540-46384-4 , Grenada, Spain.
  54. J-C Boisson, L. Jourdan, E-G. Talbi and C. Rolando Protein Sequencing with an Adaptive Genetic Algorithm from Tandem Mass Spectrometry, CEC 2006, 0-7803-9489-5, July 16-21 2006, pp 1412-1419, Vancouver, Canada.
  55. J-C. Boisson, L. Jourdan, E-G. Talbi, C. Rolando, Preliminary work on Evolutionary identification of Protein Variants and New Proteins on Grids, HiPComb 2006, Second IEEE Workshop on High Performance Computing in Medicine and Biology, 20th International Conference on Advanced Information Networking and Applications - Volume 2 (AINA'06), pp. 583-587, 18-20 April 2006, Viennes, Austria.
  56. L. Jourdan, D.W. Corne, D. Savic and G.A. Walters, LEMMO: Hybridising rule induction and NSGA II for multi-objective water systems design, CCWI2005, Computing and Control in the Water Industry, vol. 2, pp. 45-50, Exeter, UK, 5 - 7 September 2005.
  57. L. Jourdan, D.W. Corne, D. Savic and G.A. Walters, Preliminary Investigation of the `Learnable Evolution Model' for Faster/Better Multiobjective Water Systems Design, EMO 2005, In proceeding Third International Conference on Evolutionary Multi-Criterion Optimization (EMO 2005), Guanajuato, México, 9-11 March, 2005. LNCS 3410, pp. 841-855, ISBN: 3-540-24983-4.
  58. L. Jourdan, D.W. Corne, D. Savic and G.A. Walters, Hybridising Rule Induction and Multi-Objective Evolutionary Search for Optimising Water Distribution Systems, In Proceeding of Fourth International Conference on Hybrid Intelligent Systems , IEEE HIS 2004, Kita Kyushu, Japan, 5-8 Dec 2004, pp. 435-439, ISBN 0-7695-2291-2, IEEE Computer Society Press, USA, 2005.
  59. L. Vermeulen-Jourdan, C. Dhaenens, E-G. Talbi A Parallel adaptive GA for linkage disequilibrium in genomics, In Proceeding of the Sixth International Workshop on Nature Inspired Distributed Computing, NIDISC'2004 workshop, IEEE IPDPS, Santa Fe, USA, Avril 2004. (CDROM, 167b) ISBN: 0-7695-2132-0.
  60. L. Vermeulen-Jourdan, C. Dhaenens, E-G. Talbi Clustering nominal and numerical data: a new distance concept for an hybrid genetic algorithm, Proceeding of 4th European Conference on Evolutionary Computation in Combinatorial Optimization, Evocop 2004, Coimbra, Portugal, Avril 2004, LNCS 3004, pp. 220-229. ISBN: 3-540-21367-8.
  61. L. Jourdan, C. Dhaenens, E-G. Talbi Rules extraction in linkage disequilibrium mapping with an adaptive genetic algorithm, In proceeding of European Conference on Computational Biology 2003, ECCB 2003, Paris, Septembre 2003, pp. 29-32.
  62. L. Jourdan, C. Dhaenens, E-G. Talbi Discovering haplotypes in linkage disequilibrium mapping with an adaptive genetic algorithm Workshop EvoBio in 6th European Conference on Genetic Programming, EvoBio 2003, Colchester, Angleterre, Avril 14-16, 2003, LNCS 2611, pp. 66-75. ISBN: 3-540-00976-0.
  63. L. Jourdan, C. Dhaenens, E.G. Talbi A Genetic Algorithm for feature selection in Data-Mining for genetics , Porto, Portugal, July 16-20, 2001, In Proceeding of 4th Metaheuristics International Conference (MIC'2001), pp29-34.
  64. L. Jourdan, C. Dhaenens, E.G. Talbi An Optimization Approach to Mine Genetic Data, International Conference on Mathematics and Engineering Techniques in Medecine and Biological Sciences, METMBS'01, Session Biological Data Mining and Knowledge Discovery, Las Vegas, June 25-29, 2001, pp. 40-46.

International conferences

  1. S. Jacquin, L. Jourdan, E-G. Talbi Dynamic Programming Based Metaheuristic for the Unit Commitment Problem, Conference on Metaheuristics and Nature Inspired Computing, META 2014.
  2. B. Fisset, L. Jourdan, C. Dhaenens A framework for multi-objective Clustering, Conference on Metaheuristics and Nature Inspired Computing, META 2014.
  3. C. Dhaenens, L. Jourdan, B. Fisset. MO-Mine_Clust : a generic platform for multi-objective clustering, IFORS 2014, Barcelona, Spain.
  4. J. Jacques, J. Taillard, D. Delerue, L. Jourdan, C. Dhaenens. Multi-objective local search for mining Pittsburgh classification rules International Conference on Metaheuristics and Nature Inspired Computing, 2012.
  5. S. Verel, L. Jourdan, C. Dhaenens, A. Liefooghe Set-based Multiobjective Fitness Landscapes: definition, properties, 4th Workshop on Theory of Randomized Search Heuristics, 2010
  6. M-E. Marmion, C. Dhaenens, L. Jourdan A Fitness Landscape Analysis for the Permutation Flowshop Scheduling Problem International Conference on Metaheuristics and Nature Inspired Computing (META 2010), Djerba, 2010.
  7. K. Seridi, L. Jourdan, E-G. Talbi, Analysis of criteria for Multiobjective Biclustering, International Conference on Metaheuristics and Nature Inspired Computing (META'10), Djerba,Tunisia, 2010.
  8. A. Mucherino, L. Jourdan, E-G. Talbi. A heuristic for bi-clustering based on bi-level reformulation. International conference on Metaheuristics and Nature Inspired Computing META'10, Djerba, Tunisia, Oct 2010.
  9. E-G. Talbi, L. Jourdan, W. Calcino, Parallel multi-objective evolutionary algorithms for inferring phylogenies , In ALIO-INFORMS Joint Meeting, Buenos Aires, Argentina, June 2010
  10. A. Liefooghe, L. Jourdan, E-G. Talbi. Indicator-based approaches for multi-objective optimization in uncertain environments. 25th Mini-EURO Conference on Uncertainty and Robustness in Planning and Decision Making, Coimbra, Portugal, Apr 2010.
  11. E-G. Talbi, A. Liefooghe, L. Jourdan, Multi-objective metaheuristics: from design to implementation , In EURO European Conference on Operations Research, Bonn, Germany, July 2009.
  12. E-G. Talbi, A. Liefooghe, L. Jourdan A unified view of EMO: from design to implementation , 20th Int. Conf. on Multi-Criteria Decision Making MCDM’2009, Chengdu, China, June 2009.
  13. M. Khouadjia, L. Jourdan, E-G. Talbi A particle swarm for the resolution of the Dynamic Vehicle Routing, In International conference on Metaheuristics and Nature Inspired Computing (META'08), 29-31 octobre 2008. Hammamet, Tunisie.
  14. J-C. Boisson, L. Jourdan, E-G. Talbi et D. Horvath. A new tri-objective model for the flexible docking problem, In International conference on Metaheuristics and Nature Inspired Computing (META'08), 29-31 octobre 2008. Hammamet, Tunisie.
  15. A. Liefooghe, L. Jourdan, E-G. Talbi. Metaheuristics and Hybrid Metaheuristics for the Bi-objective Ring Star Problem. International Conference on Metaheuristics and Nature Inspired Computing (META 2008), Hammamet, Tunisia, 2008.
  16. J-C. Boisson, E-G. Talbi and L. Jourdan De Novo Protein Sequencing using Evolutionary Algorithm , 22nd European Conference on Operational Research (EURO XXII), page 98, 8-11 juillet 2007. Prague, République Tchèque. (Présentation orale)
  17. J-C. Boisson, E-G. Talbi, “Paradiseo: A software framework for metaheuristics”, In EURO European Conference on Operations Research, Praga, Czech Republic, July 2007.
  18. A. Liefooghe, L. Jourdan, E-G. Talbi. Software framework for multi-objective optimization. 22nd European Conference on Operational Research (EURO XXII), Prague, Czech Republic (2007)
  19. J-C. Boisson, O.Guerre, L. Jourdan, E-G. Talbi and C. Rolando ASCQ ME: a New Engine for Protein and Post-Translational Modification Identification from MS and MS/MS Raw Spectrum without Mass List Extraction , 55th ASMS Conference on Mass Spectrometry, 3-7 juin 2007. Indianapolis, Indiana, USA. (Poster)
  20. L. Jourdan, T. Legrand, E-G. Talbi and J-L. Wojkiewicz Mono and Multi-objective continuous optimization for conducting polymer composites, ECCO/CO 2006, 11-13 May 2006, Porto, Portugal. (Abstract 1 page).
  21. L. Jourdan, J-C. Boisson, P. Laurence, E-G. Talbi, C. Rolando, An online engine for peptide mass fingerprinting from spectrum, Recomb 2006, April 2006. (Poster). []
  22. J-C Boisson, L. Jourdan, E-G. Talbi, C. Cren-Olivé, C. Rolando, ASCQ_ME: a new engine for peptide mass fingerprinting directly from mass spectrum without mass list extraction, scba2005, Montpellier, France, 26-28 Septembre 2005. (Oral presentation).
  23. J-C Boisson, L. Jourdan, E-G. Talbi, C. Cren-Olivé, C. Rolando, Ascq_me: A New Engine For Peptide Mass Fingerprinting Directly From Mass Spectrum Without Mass List Extraction HUPO 4th Annual World Congress, Munich, Germany, 28 Aout-1 Septembre 2005. (Poster)
  24. L. Jourdan, C. Dhaenens, E-G. Talbi, S. Gallina A branch and Bound procedure to analyse multifactorial diseases,The European Mathematical Genetics Meeting, EMGM 2001, Lille (France), pp.19-20, April 20-21, 2001.

National conference

  1. Anne-Lise Bedenel, Christophe Biernacki, Laetitia Jourdan Appariement de descripteurs evoluant en temps Application a la comparaison d'assurance en ligne, Journée Française de Statistiques , Juin 2016.
  2. Aymeric Blot, Holger Hoos, MO-ParamILS: un framework multi-objectif pour la configuration automatique, In 17e congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF'16), Compiègne (France), February 2016
  3. S. Jacquin, L. Jourdan, E-G. Talbi - Une metaheuristique basée sur la programmation dynamique pour l'UCP, ROADEF - 15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision, Feb 2014, Bordeaux, France
  4. M-E. Marmion, C. Dhaenens, L. Jourdan, A. Liefooghe and S. Verel, Conception de recherche locale en présence de neutralité, ROADEF 2012: 12e congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Angers, 2012.
  5. K. Seridi, L. Jourdan and E-G. Talbi, Metaheuristique multiobjective pour le biclustering de données biologiques, ROADEF 2012: 12e congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Angers, 2012.
  6. Jacques J., Delerue D., Jourdan L., Dhaenens C. Extension des critères d’inclusions dans les essais cliniques à l’aide de méthodes d’optimisation, ROADEF 2011 : 11e congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Saint Etienne, 2011.
  7. A. Liefooghe, J. Humeau, S. Mesmoudi, L. Jourdan, E-G. Talbi. Recherche locale basée sur une relation de dominance pour l'optimisation combinatoire multiobjectif. 11e congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2010), Toulouse, France, 2010
  8. R. Chevrier, A. Liefooghe, L. Jourdan. Comparaison de trois algorithmes évolutionnaires Pareto pour le DARP multicritère. 11e congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2010)
  9. Marie-Eléonore Marmion, Laetitia Jourdan, Clarisse Dhaenens Une nouvelle mesure de distance pour l’ACVRP. 11e congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF 2010), Toulouse, France, 2010
  10. J-C. Boisson, L. Jourdan, G. Even, E-G. Talbi and D. Horvath, Docking moléculaire multi-objectif par algorithme évolutionnaire, JOBIM 2008. (Poster)
  11. J-C. Boisson, L. Jourdan, E-G. Talbi et D. Horvath. Docking moléculaire multi-objectif par algorithme évolutionnaire, Roadef 2008, 25-27 février 2008, neuvième congrès de la Société Française de Recherche Opérationnelle et d'Aide à la décision (ROADEF), p.73-74, Clermont-Ferrand, France.
  12. T. Legrand, O. Schütze, L. Jourdan, C. Coello-Coello, E-G. Talbi, Stratégies mimétiques pour les essaims de particules et implémentation sous ParadisEO, second séminaire francophone sur l'optimisation par essaim particulaire (OEP), April, 2007.
  13. E-G. Talbi, L. Jourdan, J. García-Nieto, E. Alba. Sélection d’attributs de puce à ADN par essaim de particules, second séminaire francophone sur l'optimisation par essaim particulaire (OEP), April, 2007.
  14. G. Even, L. Jourdan, C. Boutroue, C. Dhaenens et E-G. Talbi, Evolutionary feature selection plugin for Base, JOBIM 2007.
  15. A. Liefooghe, M. Basseur, L. Jourdan, E-G. Talbi.Optimisation multi-objectif sous incertitude pour le flow-shop de permutation. META'06, Hammamet, Tunisia, 2006.
  16. J-C Boisson, L. Jourdan, E-G. Talbi, C. Rolando Identification de nouvelles protéines et de variants de protéines connues par méthode évolutionnaire Roadef 2006, Septième congrès de la Société Française de Recherche Opérationnelle et d'Aide à la décision, Lille, France.
  17. L. Jourdan, D.W. Corne, LEMMO : Application au design de réseau de distribution d'eau potable, Roadef 2005, Sixième congrès de la Société Française de Recherche Opérationnelle et d'Aide à la décision, Tours, France.
  18. M. Khabzaoui , L. Jourdan , C. Dhaenens C., E.G.Talbi, Approche évolutionnaire multicritère pour les règles d'association en génomique, Roadef 2003, cinquième congrès de la Société Française de Recherche Opérationnelle et d'Aide à la décision, Avignon, France, pp. 173-174.
  19. C. Dhaenens, L. Jourdan, E-G. Talbi, Datamining pour la génomique : approche par métaheuristiques, Jobim 2002, Journées ouvertes Biologie Informatique Mathématiques, St Malo, France, pp. 81-82.
  20. L. Jourdan, C. Dhaenens, E-G. Talbi, Algorithmes génétiques pour l'extraction de connaissances en génomique, Roadef 2002, quatrième congrès de la Société Française de Recherche Opérationnelle et d'Aide à la décision, Paris, France, pp. 170-171.

Workshops/Seminar and Invited conference

  1. L. Jourdan The emerging use of Optimization methods for Datamining in Big Data , invited talk, summer school of Cyber-Physical Systems (CPS), Toulouse, 2016.
  2. L. Jourdan Combinatorial optimization for Bioinformatcs, invited talk (1day), summer school of Bioinformatics, Angers, 2016.
  3. L. Jourdan Modélisation et optimisation multi-objectif pour l'extraction de connaissances Le cas des applications médicales, Mars 2016, Séminaire Expert, Worldline.
  4. L. Jourdan and C. Dhaenens, "Data For you" organisé par Inria. Intervention sur « Quelles sont les méthodes d’optimisation pour la fouille de données ? L’exemple de la médecine personnalisée : les 4V au service des 4P. », Novembre 2015
  5. L. Jourdan Combinatorial optimization for Bioinformatcs, invited talk (1day), summer school of Bioinformatics, Angers, 2015.
  6. L. Jourdan and C. Dhaenens, Optimization and Big Data, Data et Big Data : le nouvel or noir? , Euratechnologie, Nov. 2013.
  7. L. Jourdan, Optimisation pour la Bio-Informatique, invited talk, Journées ROMEO'2012, REIMS.
  8. L. Jourdan Optimization methods and data mining, invited talk, 5° édition des journées Math-Eco de l'université de Lille 1
  9. C. Dhaenens, L. Jourdan L., Combinatorial optimization in Bioinformatics, Tutorial PRIB 2010, 5th IAPR International Conference on Pattern Recognition in Bioinformatics(2010).
  10. L. Jourdan Cooperative metaheuristics, University of Malaga, May 2009.
  11. J-C Boisson, L. Jourdan, E-G. Talbi, C. Rolando "Un nouveau moteur de recherche en protéomique travaillant directement à partir du spectre de masse sans extraction de la liste des pics monoisotopiques", Forum LABO & Forum BIOTECH 2006.
  12. L. Jourdan, D. Corne Hybridation d'un algorithme génétique multiobjectif avec un algorithme d'induction de règles : application à l'hydrologie, journée META/PM2O, 20 Mai 2005, Lille (France).
  13. L. Jourdan "Un algorithme génétique pour les règles d'association : application à la génomique", séminaire, 30 Mai 2002, CERIM, France.
  14. L. Jourdan , C. Dhaenens, E.-G Talbi .Evolutionary feature selection for disease prediction, Mini symposium de BioInformatique 1 December 2000 Vrij Universiteit, De Boelelaan 1083, Amsterdam Lecture theatre KC159 (first floor) (Hollande).
  15. L. Jourdan, C. Dhaenens, E-G. Talbi Algorithme génétique pour l'analyse des maladies multi-factorielles, Journée Trimestrielle Evolutionnaire 6, March 30, 2001, Paris V (France).

Report and thesis

  1. L. Jourdan, Data-Mining pour la Bio-Informatique, Mémoire de DEA, Soutenu publiquement le 2 Juillet 2000. [bibtex].
  2. L. Jourdan, Métaheuristiques pour l'extraction de connaissances: Application à la génomique, Thèse de Doctorat de l'Université de Lille 1, soutenue publiquement le 26 Novembre 2003. [bibtex] [pdf]
  3. L. Jourdan. Métaheuristiques Coopératives : du déterministe au stochastique. Habilitation à diriger les recherches, Université des Sciences et Technologies de Lille, 15 Septembre 2010 pdf

Vulgarisation/Médiation

  1. L. Jourdan et P. Marquet, L’informatique se conjugue au féminin Blog Binaire le Monde, 2017. http://binaire.blog.lemonde.fr/2017/02/11/linformatique-se-conjugue-au-feminin/
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