Laetitia Jourdan, Full Professor Université de Lille

Clarisse Dhaenens, Laetitia Jourdan. Metaheuristics for data mining: survey and opportunities for big data. Annals of Operations Research, Springer Verlag, 2022, ⟨10.1007/s10479-021-04496-0⟩. ⟨hal-03533849⟩

Maxence Vandromme, Julie Jacques, Julien Taillard, Laetitia Jourdan, Clarisse Dhaenens. A Biclustering Method for Heterogeneous and Temporal Medical Data. IEEE Transactions on Knowledge and Data Engineering, Institute of Electrical and Electronics Engineers, 2022, 34 (2), pp.506-518. ⟨10.1109/TKDE.2020.2983692⟩. ⟨hal-02927063⟩

Laetitia Jourdan, Soheila Ghambari, Hojjat Rakhshani, Julien Lepagnot, Lhassane Idoumghar. Unbalanced budget distribution for automatic algorithm configuration. Soft Computing, Springer Verlag, 2021, ⟨10.1007/s00500-021-06403-y⟩. ⟨hal-03445787⟩

Julie Jacques, Helene Martin-Huyghe, Justine Lemtiri-Florek, Julien Taillard, Laetitia Jourdan, et al.. The Detection of hospitalized patients at risk of testing positive to multi-drug resistant bacteria using MOCA-I, a rule-based “white-box” classification algorithm for medical data. International Journal of Medical Informatics, Elsevier, In press, October 2020, 142, ⟨10.1016/j.ijmedinf.2020.104242⟩. ⟨hal-02920596⟩

Aymeric Blot, Marie-Eléonore Kessaci, Laetitia Jourdan, Holger Hoos. Automatic Configuration of Multi-Objective Local Search Algorithms for Permutation Problems. Evolutionary Computation, Massachusetts Institute of Technology Press (MIT Press), 2019, pp.1 - 24. ⟨10.1162/evco_a_00240⟩. ⟨hal-01927901⟩

Clarisse Dhaenens, Laetitia Jourdan. Metaheuristics for data mining - Survey and opportunities for big data. 4OR: A Quarterly Journal of Operations Research, Springer Verlag, In press, pp.1-25. ⟨10.1007/s10288-019-00402-4⟩. ⟨hal-02093754⟩

Aymeric Blot, Marie-Eléonore Kessaci, Laetitia Jourdan. Survey and unification of local search techniques in metaheuristics for multi-objective combinatorial optimisation. Journal of Heuristics, Springer Verlag, 2018, ⟨10.1007/s10732-018-9381-1⟩. ⟨hal-01840111⟩

Laetitia Jourdan, Sophie Jacquin, Fanny Dufossé. An exact algorithm for the bi-objective timing problem. Optimization Letters, Springer Verlag, 2018, 12 (4), pp.903-914. ⟨10.1007/s11590-018-1237-y⟩. ⟨hal-01716581⟩

Maxence Vandromme, Julie Jacques, Julien Taillard, Hansske Arnaud, Laetitia Jourdan, et al.. Extraction and optimization of classification rules for temporal sequences: Application to hospital data. Knowledge-Based Systems, Elsevier, 2017, 122, pp.148-158. ⟨10.1016/j.knosys.2017.02.001⟩. ⟨hal-01564520⟩

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, Inderscience Enterprises Ltd., 2016, 5 (1), pp.3-30. ⟨10.1504/IJMHEUR.2016.079104⟩. ⟨hal-01417960⟩

Marie-Eléonore Marmion, Laetitia Jourdan, Clarisse Dhaenens. Fitness Landscape Analysis and Metaheuristics Efficiency. Journal of Mathematical Modelling and Algorithms in Operations Research, Springer, 2013, 12 (1), pp.3-26. ⟨10.1007/s10852-012-9177-5⟩. ⟨hal-00807352⟩

Sébastien Verel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens. On the structure of multiobjective combinatorial search space: MNK-landscapes with correlated objectives. European Journal of Operational Research, Elsevier, 2013, 227 (2), pp.331-342. ⟨10.1016/j.ejor.2012.12.019⟩. ⟨hal-00760097⟩

Mostepha Redouane, El-Ghazali Talbi, Laetitia Jourdan, Briseida Sarasola, Enrique Alba. Multi-environmental cooperative parallel metaheuristics for solving dynamic optimization problems. Journal of Supercomputing, Springer Verlag, 2013, 63 (3), pp.836-853. ⟨10.1007/s11227-012-0774-x⟩. ⟨hal-00806249⟩

Mostepha Redouane Khouadjia, Briseida Sarasola, Enrique Alba, Laetitia Jourdan, El-Ghazali Talbi. A comparative study between dynamic adapted PSO and VNS for the vehicle routing problem with dynamic requests. Applied Soft Computing, Elsevier, 2012, 12 (4), pp.1426-1439. ⟨10.1016/j.asoc.2011.10.023⟩. ⟨hal-00750715⟩

Rémy Chevrier, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens. Solving a Dial-a-Ride Problem with a Hybrid Multi-objective Evolutionary Approach: Application to Demand Responsive Transport. Applied Soft Computing, Elsevier, 2012, 12 (4), pp.1247-1258. ⟨10.1016/j.asoc.2011.12.014⟩. ⟨inria-00591138v2⟩

Arnaud Liefooghe, Matthieu Basseur, Jérémie Humeau, Laetitia Jourdan, El-Ghazali Talbi. On Optimizing a Bi-objective Flowshop Scheduling Problem in Uncertain Environment. Computers & Mathematics with Applications, Elsevier, 2012, 64 (2), pp.3747-3762. ⟨10.1016/j.camwa.2012.02.051⟩. ⟨hal-00676627⟩

Arnaud Liefooghe, Jérémie Humeau, Salma Mesmoudi, Laetitia Jourdan, El-Ghazali Talbi. On dominance-based multiobjective local search: design, implementation and experimental analysis on scheduling and traveling salesman problems. Journal of Heuristics, Springer Verlag, 2012, 18 (2), pp.317-352. ⟨10.1007/s10732-011-9181-3⟩. ⟨hal-00628215⟩

David Corne, Clarisse Dhaenens, Laetitia Jourdan. Synergies between operations research and data mining: The emerging use of multi-objective approaches. European Journal of Operational Research, Elsevier, 2012, 221, pp.469-479. ⟨10.1016/j.ejor.2012.03.039⟩. ⟨hal-00731073⟩

Jean-Charles Boisson, Laetitia Jourdan, El-Ghazali Talbi. Metaheuristics based de novo protein sequencing: A new approach. Applied Soft Computing, Elsevier, 2011, 11 (2), pp.2271-2278. ⟨10.1016/j.asoc.2010.08.007⟩. ⟨inria-00575764⟩

Arnaud Liefooghe, Laetitia Jourdan, El-Ghazali Talbi. A software framework based on a conceptual unified model for evolutionary multiobjective optimization: ParadisEO-MOEO. European Journal of Operational Research, Elsevier, 2011, 209 (2), pp.104-112. ⟨10.1016/j.ejor.2010.07.023⟩. ⟨hal-00522612⟩

Arnaud Liefooghe, Laetitia Jourdan, El-Ghazali Talbi. Metaheuristics and cooperative approaches for the Bi-objective Ring Star Problem. Computers and Operations Research, Elsevier, 2010, 37 (6), pp.1033 - 1044. ⟨10.1016/j.cor.2009.09.004⟩. ⟨hal-00522622⟩

Jean-Charles Boisson, Laetitia Jourdan, El-Ghazali Talbi, Dragos Horvath. Single- and Multi-Objective Cooperation for the Flexible Docking Problem. Journal of Mathematical Modelling and Algorithms, Springer Verlag, 2010, 9, pp.195-208. ⟨10.1007/s10852-010-9128-y⟩. ⟨inria-00522634⟩

José Manuel García-Nieto, Enrique Alba, Laetitia Jourdan, El-Ghazali Talbi. Sensitivity and Specificity Based Multiobjective Approach for Feature Selection: Application to Cancer Diagnosis. Information Processing Letters, Elsevier, 2009, 109, pp.887--896. ⟨10.1016/j.ipl.2009.03.029⟩. ⟨inria-00484913⟩

Laetitia Jourdan, Oliver Schuetze, Thomas Legrand, El-Ghazali Talbi, Jean-Luc Wojkiewicz. An Analysis of the Effect of Multiple Layers in the Multi-Objective Design of Conducting Polymer Composites. Materials and Manufacturing Processes, Taylor & Francis, 2009, 24 (3), pp.350--357. ⟨10.1080/10426910802679535⟩. ⟨hal-00836804⟩

Arnaud Liefooghe, Laetitia Jourdan, Matthieu Basseur, El-Ghazali Talbi. Métaheuristiques pour le flow-shop de permutation bi-objectif stochastique. Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, Lavoisier, 2008, 22 (2), pp.183--208. ⟨inria-00269981⟩

Mounir Hafsa, Pamela Wattebled, Julie Jacques, Laetitia Jourdan. A Multi-Objective Evolutionary Approach to Professional Course Timetabling: A Real-World Case Study. 2021 IEEE Congress on Evolutionary Computation (CEC), Jun 2021, Kraków, Poland. pp.997-1004, ⟨10.1109/CEC45853.2021.9504797⟩. ⟨hal-03353961⟩

Nicolas Szczepanski, Gilles Audemard, Laetitia Jourdan, Christophe Lecoutre, Lucien Mousin, et al.. A hybrid CP/MOLS approach for multi-objective imbalanced classification. GECCO '21: Genetic and Evolutionary Computation Conference, Jul 2021, Lille France, France. pp.723-731, ⟨10.1145/3449639.3459310⟩. ⟨hal-03281930⟩

Sylvain Clay, Lucien Mousin, Nadarajen Veerapen, Laetitia Jourdan. CLAHC - custom late acceptance hill climbing. GECCO '21: Genetic and Evolutionary Computation Conference, Jul 2021, Lille France, France. pp.1970-1973, ⟨10.1145/3449726.3463129⟩. ⟨hal-03284594⟩

Clément Legrand, Luca Accorsi, Vigo Daniele, Diego Cattaruzza, Marie-Eléonore Kessaci, et al.. Using Machine Learning to Enhance Clarke and Wright Heuristic. Conférence ROADEF 2021, Apr 2021, Mulhouse, France. ⟨hal-03472209⟩

Hasfa Mounir, Pamela Wattebled, Julie Jacques, Laetitia Jourdan. Une approche évolutionnaire multiobjectif pour la planification des cours professionnels. ROADEF 2021, Apr 2021, Mulhouse, France. ⟨hal-03472237⟩

Weerapan Sae-Dan, Marie-Eléonore Kessaci, Nadarajen Veerapen, Laetitia Jourdan. Automatic Algorithm Multi-Configuration Applied to an Optimization Algorithm. 21st International Conference on Hybrid Intelligent Systems (HIS 2021), Dec 2021, online, United States. ⟨hal-03449789⟩

Soheila Ghambari, Mahmoud Golabi, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar. Bi-objective Energy-Efficient Maximal Coverage Path Planning for UAVs. ROADEF 2022, Apr 2021, Mulhouse, France. ⟨hal-03472222⟩

Laurent Parmentier, Olivier Nicol, Laetitia Jourdan, Marie-Eléonore Kessaci. AutoTSC: Optimization Algorithm to Automatically Solve the Time Series Classification Problem. ICTAI 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence, Nov 2021, Washington, United States. ⟨hal-03472255⟩

Khouloud Fakhfakh, Sarah Ben Othman, Laetitia Jourdan, Grégoire Smith, Jean Marie Renard, et al.. Fuzzy Ontology for Patient Emergency Department Triage. Computational Science – ICCS 2021, Jun 2021, Krakow, Poland. pp.719-734, ⟨10.1007/978-3-030-77967-2_60⟩. ⟨hal-03262007⟩

Sara Tari, Nicolas Szczepanski, Lucien Mousin, Julie Jacques, Marie-Eléonore Kessaci, et al.. Multi-objective Automatic Algorithm Configuration for the Classification Problem of Imbalanced Data. 2020 IEEE Congress on Evolutionary Computation (CEC), Jul 2020, Glasgow, United Kingdom. pp.1-8, ⟨10.1109/CEC48606.2020.9185785⟩. ⟨hal-02935096⟩

Nicolas Szczepanski, Lucien Mousin, Nadarajen Veerapen, Laetitia Jourdan. Automatic Configuration of Multi-Thread Local Search: Preliminary Results on Bi-objective TSP. 2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI), IEEE, Nov 2020, Baltimore, United States. ⟨10.1109/ICTAI50040.2020.00187⟩. ⟨hal-02988942⟩

Sara Tari, Holger Hoos, Julie Jacques, Marie-Eléonore Kessaci, Laetitia Jourdan. Automatic Configuration of a Multi-objective Local Search for Imbalanced Classification. PPSN 2020, Sep 2020, Leiden, Netherlands. pp.65-77, ⟨10.1007/978-3-030-58112-1_5⟩. ⟨hal-02932462⟩

Weerapan Sae-Dan, Marie-Eléonore Kessaci, Nadarajen Veerapen, Laetitia Jourdan. Time-Dependent Automatic Parameter Configuration of a Local Search Algorithm. GECCO '20: Genetic and Evolutionary Computation Conference, ACM, Jul 2020, Cancún, Mexico. ⟨10.1145/3377929.3398107⟩. ⟨hal-02895548⟩

Soheila Ghambari, Mahmoud Golabi, Julien Lepagnot, Mathieu Brevilliers, Laetitia Jourdan, et al.. An Enhanced NSGA-II for Multiobjective UAV Path Planning in Urban Environments. 32nd IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2020), Nov 2020, Baltimore, United States. ⟨10.1109/ICTAI50040.2020.00027⟩. ⟨hal-03021791⟩

Mahmoud Golabi, Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Mathieu Brevilliers, et al.. Bypassing or flying above the obstacles? A novel multi-objective UAV path planning problem. 2020 IEEE Congress on Evolutionary Computation (CEC), Jul 2020, Glasgow, United Kingdom. pp.1-8, ⟨10.1109/CEC48606.2020.9185695⟩. ⟨hal-02935105⟩

Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar. UAV path planning in the presence of static and dynamic obstacles. IEEE Symposium Series on Computational Intelligence 2020, Dec 2020, Canberra, Australia. ⟨10.1109/SSCI47803.2020.9308340⟩. ⟨hal-03021835⟩

Sara Tari, Lucien Mousin, Julie Jacques, Marie-Eléonore Kessaci, Laetitia Jourdan. Impact of the Discretization of VOCs for Cancer Prediction Using a Multi-Objective Algorithm. LION 2020 - Learning and Intelligent Optimization, 2020, Athens, Greece. pp.151-157, ⟨10.1007/978-3-030-53552-0_16⟩. ⟨hal-02927503⟩

Camille Pageau, Aymeric Blot, Holger Hoos, Marie-Eléonore Kessaci, Laetitia Jourdan. A Dynamic Algorithm Framework to Automatically Design a Multi-Objective Local Search. ROADEF 2019, Feb 2019, Le Havre, France. ⟨hal-02082123⟩

Soheila Ghambari, L. Idoumghar, Laetitia Jourdan, Julien Lepagnot. A* based differential evolution algorithm for UAV path planning problem in urban environment. Evolution Artificielle (EA), Oct 2019, Mulhouse, France. ⟨hal-02429410⟩

Soheila Ghambari, Lhassane Idoumghar, Laetitia Jourdan, Julien Lepagnot. PRM-based differential evolution for UAV path planning. SLS - International Workshop on Stochastic Local Search Algorithms, Sep 2019, Villeneuve d Ascq, France. ⟨hal-02430236⟩

Soheila Ghambari, L. Idoumghar, Laetitia Jourdan, Julien Lepagnot. An improved TLBO algorithm for solving UAV path planning problem. IEEE Symposium on Computational Intelligence, Dec 2019, Xiamen, China. ⟨hal-02429421⟩

Camille Pageau, Aymeric Blot, Holger Hoos, Marie-Éléonore Kessaci, Laetitia Jourdan. Configuration of a Dynamic MOLS Algorithm for Bi-objective Flowshop Scheduling. Evolutionary Multi-Criterion Optimization, Mar 2019, Lansing, United States. pp.565-577. ⟨hal-02078581⟩

Laurent Parmentier, Olivier Nicol, Marie-Eléonore Kessaci, Laetitia Jourdan. TPOT-SH: a FasterOptimization Algorithm to Solve the AutoML Problem on Large Datasets. ICTAI - International Conference on Tools with Artificial Intelligence, Nov 2019, Portland, United States. ⟨hal-02430799⟩

Laurent Parmentier, Olivier Nicol, Laetitia Jourdan, Marie-Eléonore Kessaci. TPOT-SH: a Faster Optimization Algorithm to Solve the AutoML Problem on Large Datasets. SLS - International Workshop on Stochastic Local Search Algorithms, Sep 2019, Villeneuve d'Ascq, France. ⟨hal-02430745⟩

Weerapan Sae-Dan, Marie-Eléonore Kessaci, Nadarajen Veerapen, Laetitia Jourdan. Automatic Configuration of a Dynamic Hill Climbing Algorithm. SLS - International Workshop on Stochastic Local Search Algorithms, Sep 2019, Villeneuve d'Ascq, France. ⟨hal-02430770⟩

Aymeric Blot, Marie-Éléonore Kessaci, Laetitia Jourdan, Patrick de Causmaecker. Adaptive Multi-Objective Local Search Algorithms for the Permutation Flowshop Scheduling Problem. Learning and Intelligent Optimization Conference (LION 12), Jun 2018, Kalamata, Greece. ⟨hal-01868401⟩

Aymeric Blot, Holger Hoos, Marie-Eléonore Kessaci, Laetitia Jourdan. Automatic Configuration of Multi-objective Optimization Algorithms. Impact of Correlation between Objectives.. 30th International Conference on Tools with Artificial Intelligence, Oct 2018, Volos, Greece. ⟨hal-01928060⟩

Aymeric Blot, Manuel López-Ibáñez, Marie-Éléonore Kessaci, Laetitia Jourdan. Archive-aware Scalarisation-based Multi-Objective Local Search For a Bi-objective Permutation Flowshop Problem. Parallel Problem Solving from Nature - PPSN XV, Sep 2018, Coimbra, Portugal. ⟨hal-01868414⟩

Aymeric Blot, Manuel López-Ibáñez, Marie-Eléonore Kessaci, Laetitia Jourdan. New Initialisation Techniques for Multi-objective Local Search - Application to the Bi-objective Permutation Flowshop. Parallel Problem Solving from Nature – PPSN XV., Sep 2018, Coimbra, Portugal. ⟨hal-01928148⟩

Pornpimol Chaiwuttisak, Clarisse Dhaenens, Laetitia Jourdan, Maxence Vandromme. Biclustering similarity measures for heterogeneous data. PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON APPLIED SCIENCE AND TECHNOLOGY (ICAST’18), 2018, Penang, Malaysia. ⟨10.1063/1.5055436⟩. ⟨hal-01928015⟩

Soheila Ghambari, Julien Lepagnot, Laetitia Jourdan, Lhassane Idoumghar. A comparative study of meta-heuristic algorithms for solving UAV path planning. IEEE-SSCI 2018, Nov 2018, Bangalore, India. ⟨hal-01928039⟩

Anne-Lise Bedenel, Laetitia Jourdan, Christophe Biernacki. Estimation de probabilités par algorithme génétique. ROADEF2018, Feb 2018, Lorient, France. ⟨hal-01868195⟩

Anne-Lise Bedenel, Laetitia Jourdan, Christophe Biernacki. Probability estimation by an adapted genetic algorithm in web insurance. LION 12 - Learning and Intelligent Optimization Conference, Jun 2018, Kalamata, Greece. ⟨hal-01885117⟩

Aymeric Blot, Laetitia Jourdan, Marie-Éléonore Kessaci. Automatic Design of Multi-Objective Local Search Algorithms: Case Study on a bi-objective Permutation Flowshop Scheduling Problem. GECCO 2017 - Genetic and Evolutionary Computation Conference, Jul 2017, Berlin, Germany. pp.227-234, ⟨10.1145/3071178.3071323⟩. ⟨hal-01569617⟩

Aymeric Blot, Marie-Éléonore Kessaci-Marmion, Laetitia Jourdan. AMH: a new Framework to Design Adaptive Metaheuristics. 12th Metaheuristics International Conference, Jul 2017, Barcelona, Spain. ⟨hal-01559687⟩

Aymeric Blot, Alexis Pernet, Laetitia Jourdan, Marie-Éléonore Kessaci-Marmion, Holger Hoos. Automatically Configuring Multi-objective Local Search Using Multi-objective Optimisation. EMO 2017 - 9th International Conference on Evolutionary Multi-Criterion Optimization, Mar 2017, Münster, Germany. pp.61-73, ⟨10.1007/978-3-319-54157-0_5⟩. ⟨hal-01559690⟩

Aymeric Blot, Marie-Éléonore Kessaci-Marmion, Laetitia Jourdan. AMH: une plate-forme pour le design et le contrôle automatique de métaheuristiques multi-objectif. ROADEF2017: 18ème Conférence ROADEF de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2017, Metz, France. ⟨hal-01560444⟩

Lucien Mousin, Laetitia Jourdan, Marie-Eléonore Marmion, Clarisse Dhaenens. Feature Selection using Tabu Search with Learning Memory: Learning Tabu Search. Learning and Intelligent OptimizatioN Conference LION 10, May 2016, Ischia Island (Napoli), Italy. ⟨hal-01370396⟩

Aymeric Blot, Holger Hoos, Laetitia Jourdan, Marie-Éléonore Marmion, Heike Trautmann. MO-ParamILS: A Multi-objective Automatic Algorithm Configuration Framework. Learning and Intelligent Optimization, May 2016, Ischia, Italy. pp.32-47, ⟨10.1007/978-3-319-50349-3_3⟩. ⟨hal-01370392⟩

Sophie Jacquin, Emilie Allart, Fanny Dufossé, Laetitia Jourdan. Evolutionary Algorithm for bi-objective Just-in-Time Job-shop. 2016 IEEE Symposium Series on Computational Intelligence (SSCI 2016), Dec 2016, Athens, Greece. ⟨hal-01420928⟩

Maxence Vandromme, Julie Jacques, Julien Taillard, Laetitia Jourdan, Clarisse Dhaenens. A scalable biclustering method for heterogeneous medical data. International Workshop on Machine Learning, Optimization and Big Data, Aug 2016, Volterra, Italy. pp.12. ⟨hal-01420947⟩

Anne-Lise Bedenel, Christophe Biernacki, Laetitia Jourdan. Appariement de descripteurs évoluant en temps : Application à la comparaison d'assurance en ligne. 48èmes Journées des Statistiques Française, May 2016, Montpellier, France. ⟨hal-01381766⟩

Sophie Jacquin, Laetitia Jourdan, El-Ghazali Talbi. DYNAMOP Applied to the Unit Commitment Problem. LION, Jan 2015, Lille, France. ⟨hal-01110448⟩

Maxence Vandromme, Julie Jacques, Julien Taillard, Clarisse Dhaenens, Laetitia Jourdan. Handling numerical data to evolve classification rules using a Multi-Objective Local Search. Metaheuristics International Conference (MIC), Jun 2015, Agadir, Morocco. pp.10. ⟨hal-01249092⟩

Maxence Vandromme, Julie Jacques, Julien Taillard, Laetitia Jourdan, Clarisse Dhaenens. Impact de la discrétisation des données numériques sur l’efficacité d’un algorithme de classification par métaheuristique. Conference ROADEF 2015, Feb 2015, Marseille, France. ⟨hal-01249097⟩

Khedidja Seridi, Laetitia Jourdan, El-Ghazali Talbi. Multi-objective path relinking for bi-clustering: Application to microarray data. EMO 2013 : 7th Int. Conf. On Evolutionary Multi-criterion Optimization, Mar 2014, Sheffield, United Kingdom. pp.200-214, ⟨10.1007/978-3-642-37140-0_18⟩. ⟨hal-01107757⟩

Sophie Jacquin, Laetitia Jourdan, El-Ghazali Talbi. Dynamic Programming Based Metaheuristic for Energy Planning Problems. evo, Apr 2014, Granada, Spain. pp.165--176. ⟨hal-01096029⟩

Sophie Jacquin, Laetitia Jourdan, El-Ghazali 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, Société française de recherche opérationnelle et d'aide à la décision, Feb 2014, Bordeaux, France. ⟨hal-00946437⟩

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. Genetic and Evolutionary Computation Conference (GECCO 2013), Jul 2013, Amsterdam, Netherlands. pp.543-550. ⟨hal-00806777⟩

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. Learning and Intelligent OptimizatioN Conference (LION 7), Jan 2013, Catania, Italy. pp.37-51. ⟨hal-00806757⟩

Marie-Eleonore Marmion, Aymeric Blot, Laetitia Jourdan, Clarisse Dhaenens. Neutrality in the Graph Coloring Problem. Learning and Intelligent OptimizatioN Conference, Jan 2013, Catania, Italy. pp.125--130. ⟨hal-00919750⟩

Khedidja Seridi, Laetitia Jourdan, El-Ghazali Talbi. Multi-objective path relinking for biclustering: application to microarray data. EMO'2013 Evolutionary Multi-objective Optimization, Mar 2013, Sheffield, United Kingdom. pp.200-214. ⟨hal-00837571⟩

Khedidja Seridi, Laetitia Jourdan, El-Ghazali Talbi. Multiobjective Path Relinking for Biclustering: Application to Microarray Data. Evolutionary Multi-Criterion Optimization - 7th International Conference, EMO 2013, 2013, Sheffield, United Kingdom. pp.200-214. ⟨hal-00825857⟩

Marie-Eleonore Marmion, Aymeric Blot, Laetitia Jourdan, Clarisse Dhaenens. Neutralité du problème de coloration de graphe. ROADEF 2013 : 14e congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2013, Troyes, France. ⟨hal-00840361⟩

Khedidja Seridi, Laetitia Jourdan, El-Ghazali Talbi. Hybrid metaheuristic for multi-objective biclustering in microarray data. CIBCB 2012 - IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, May 2012, San Diego, United States. pp.222-228, ⟨10.1109/CIBCB.2012.6217234⟩. ⟨hal-00732459⟩

Julie Jacques, Julien Taillard, David Delerue, Laetitia Jourdan, Clarisse Dhaenens. Multi-objective local search for mining Pittsburgh classification rules. International Conference on Metaheuristics and Nature Inspired Computing, Oct 2012, Port El-Kantaoui, Tunisia. ⟨hal-00749712⟩

Khedidja Seridi, Laetitia Jourdan, El-Ghazali Talbi. Parallel Hybrid Metaheuristic for Multi-objective Biclustering in Microarray Data. IPDPSW 2012 - 26th IEEE International Parallel and Distributed Processing Symposium Workshops, May 2012, Shanghai, China. pp.625-633, ⟨10.1109/IPDPSW.2012.78⟩. ⟨hal-00732450⟩

Marie-Eleonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Verel. Conception de recherche locale en présence de neutralité. ROADEF 2012 : 13e congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Apr 2012, Angers, France. ⟨hal-00840357⟩

Jean-Frédéric Berthelot, Charles Deltel, Mathieu Giraud, Stéphane Janot, Laetitia Jourdan, et al.. biomanycores.org: a repository of interoperable open-source code for many-core bioinformatics. JOBIM 2011, Jul 2011, Paris, France. ⟨hal-00637847⟩

Khedidja Seridi, Laetitia Jourdan, El-Ghazali Talbi. Multi-objective evolutionary algorithm for bi-clustering in microarrays data. IEEE CEC Congress on Evolutionary Computation, Jun 2011, New Orleans, United States. pp.2593-2599. ⟨hal-00837560⟩

Mathieu Giraud, Stéphane Janot, Jean-Frédéric Berthelot, Charles Deltel, Laetitia Jourdan, et al.. Biomanycores, open-source parallel code for many-core bioinformatics. Bioinformatics Open Source Conference (BOSC 2011), 2011, Vienne, Austria. ⟨inria-00623390⟩

Julie Jacques, David Delerue, Laetitia Jourdan, Clarisse Dhaenens. Extension des critères d'inclusions dans les essais cliniques à l'aide de méthodes d'optimisation. ROADEF 2011: 12e congrès annuel de la Société française de Recherche Opérationnelle et d'Aide à la Décision, Mar 2011, Saint-Étienne, France. ⟨hal-00639523⟩

Marie-Eleonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Verel. NILS: a Neutrality-based Iterated Local Search and its application to Flowshop Scheduling. 11th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2011, Turino, Italy. pp.191--202. ⟨hal-00563459⟩

Sébastien Verel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens. Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes. Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.116-130, ⟨10.1007/978-3-642-25566-3_9⟩. ⟨hal-00550349⟩

Sébastien Verel, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens. Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives. 11th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2011, Turino, Italy. pp.226--237. ⟨hal-00563460⟩

Marie-Eleonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Verel. The Road to VEGAS: Guiding the Search over Neutral Networks. Genetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. pp.1979--1986, ⟨10.1145/2001576.2001842⟩. ⟨hal-00579990⟩

Marie-Eleonore Marmion, Clarisse Dhaenens, Laetitia Jourdan, Arnaud Liefooghe, Sébastien Verel. On the Neutrality of Flowshop Scheduling Fitness Landscapes. Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.238--252, ⟨10.1007/978-3-642-25566-3_18⟩. ⟨hal-00550356⟩

Sébastien Verel, Arnaud Liefooghe, Jérémie Humeau, Laetitia Jourdan, Clarisse Dhaenens. On the Effect of Connectedness for Biobjective Multiple and Long Path Problems. Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.31--45. ⟨hal-00550353⟩

Briseida Sarasola, Mostepha Redouane Khouadjia, Enrique Alba, Laetitia Jourdan, El-Ghazali Talbi. Variable neighborhood search in dynamic vehicle routing. EvoApplications'2011 Application of Evolutionary Computation, LNCS N.6624, Apr 2011, Torino, Italy. pp.344-353. ⟨hal-00837562⟩

Mostepha Redouane Khouadjia, Briseida Sarasola, Enrique Alba, Laetitia Jourdan, El-Ghazali Talbi. Multi-environment cooperative parallel metaheuristics for solving dynamic optimization problems. IEEE NIDISC Workshop on Nature Inspired Computing, Apr 2011, Anchorage, United States. pp.395-403. ⟨hal-00837564⟩

Waldo Cancino, Laetitia Jourdan, El-Ghazali Talbi, Alexandre Delbem. A Parallel Multi-Objective Evolutionary Algorithm for Phylogenetic Inference. Learning and Intelligent Optimization LION 4, LNCS No.3410, 2010, Venise, Italy. pp.196-199, ⟨10.1007/978-3-642-13800-3_17⟩. ⟨inria-00522658⟩

Marie-Eleonore Marmion, Clarisse Dhaenens, Laetitia Jourdan. A Fitness Landscape Analysis for the Permutation Flowshop Scheduling Problem. International Conference on Metaheuristics and Nature Inspired Computing (META 2010), Oct 2010, Djerba, Tunisia. ⟨inria-00523213⟩

Marie-Eleonore Marmion, Laetitia Jourdan, Clarisse Dhaenens. Une nouvelle mesure de distance pour l'ACVRP. ROADEF 2010 : 11e congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2010, Toulouse, France. ⟨inria-00523046⟩

Clarisse Dhaenens, Laetitia Jourdan. Combinatorial optimization in Bioinformatics. PRIB 2010, 5th IAPR International Conference on Pattern Recognition in Bioinformatics, Sep 2010, Nijmegen, Netherlands. ⟨hal-00835042⟩

Dalia Sulieman, Laetitia Jourdan, El-Ghazali Talbi. Using multiobjective metaheuristics to solve VRP with uncertain demands. Evolutionary Computation, Jul 2010, Barcelona, Spain. pp.1 -8, ⟨10.1109/CEC.2010.5586538⟩. ⟨inria-00522632⟩

Rémy Chevrier, Arnaud Liefooghe, Laetitia Jourdan, Clarisse Dhaenens. On Optimizing a Demand Responsive Transport with an Evolutionary Multi-Objective Approach. IEEE Intelligent Transportation Systems Conference, 2010, Madeira, Portugal. pp.575--580. ⟨hal-00469418v2⟩

Waldo Cancino, Laetitia Jourdan, El-Ghazali Talbi, Alexandre Delbem. Parallel Multi-Objective Approaches for Inferring Phylogenies. EvoBIO, 2010, Istanbul, Turkey. pp.26-37. ⟨inria-00522639⟩

Marie-Eleonore Marmion, Laetitia Jourdan, Clarisse Dhaenens. Comparison of Neighborhood for the HFF-AVRP. IEEE International Conference on Computer Systems and Applications (AICCSA 2010 workshop), May 2010, Hammamet, Tunisia. ⟨inria-00523052⟩

Mostepha Redouane Khouadjia, Laetitia Jourdan, El-Ghazali Talbi. Adaptive Particle Swarm for Solving the Dynamic Vehicle Routing Problem. ACS/IEEE International Conference on Computer Systems and Applications (AICCSA), May 2010, Tunisia. pp.10.1109/AICCSA.2010.5587049. ⟨hal-00525446⟩

Mostepha Redouane Khouadjia, Enrique Alba, Laetitia Jourdan, El-Ghazali Talbi. Multi-Swarm optimization for dynamic combinatorial problems: A case study on dynamic vehicle routing problem. Ants 2010: Seventh International Conference on Swarm Intelligence, Sep 2010, Bruxelles, Belgium. pp.227-238, ⟨10.1007/978-3-642-15461-4_20⟩. ⟨hal-00690620⟩

Arnaud Liefooghe, Laetitia Jourdan, El-Ghazali Talbi. Indicator-based approaches for multiobjective optimization in uncertain environments: An application to multiobjective scheduling with stochastic processing times. 25th Mini-EURO Conference: Uncertainty and Robustness in Planning and Decision Making (URPDM 2010), 2010, Coimbra, Portugal. ⟨hal-00523181⟩

Salma Mesmoudi, Jorge Tavares, Laetitia Jourdan, El-Ghazali Talbi. Variable Genetic Operator Search for the Molecular Docking Problem. EvoBIO 2010 - 8th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, Apr 2010, Istanbul, Turkey. pp.1-12, ⟨10.1007/978-3-642-12211-8_1⟩. ⟨inria-00522636⟩

Sébastien Verel, Laetitia Jourdan, Clarisse Dhaenens, Arnaud Liefooghe. Set-based Multiobjective Fitness Landscapes: definition, properties.. 4th Workshop on Theory of Randomized Search Heuristics, Mar 2010, Paris, France. ⟨hal-00460442⟩

Arnaud Liefooghe, Laetitia Jourdan, El-Ghazali Talbi. A unified model for evolutionary multi-objective optimization and its implementation in a general purpose software framework. IEEE Symposium on Computational intelligence in Multi-Criteria Decision-Making (IEEE~MCDM 2009), 2009, United States. pp.88--95. ⟨hal-00763710⟩

Arnaud Liefooghe, Salma Mesmoudi, Jérémie Humeau, Laetitia Jourdan, El-Ghazali Talbi. A Study on Dominance-Based Local Search Approaches for Multiobjective Combinatorial Optimization. 2nd International Workshop on Engineering Stochastic Local Search Algorithms: Designing, Implementing and Analyzing Effective Heuristics (SLS 2009), 2009, Belgium. pp.120--124. ⟨hal-00763711⟩

Jean-Charles Boisson, Laetitia Jourdan, El-Ghazali Talbi, Dragos Horvath. Parallel multi-objective algorithms for the molecular docking problem. Computational Intelligence in Bioinformatics and Bioengineering (CIBCB08), Sep 2008, Sun Valley, United States. ⟨inria-00336578⟩

Arnaud Liefooghe, Laetitia Jourdan, Nicolas Jozefowiez, El-Ghazali Talbi. On the Integration of a TSP Heuristic into an EA for the Bi-objective Ring Star Problem. International Workshop on Hybrid Metaheuristics (HM 2008), 2008, Malaga, Spain. pp.117--130, ⟨10.1007/978-3-540-88439-2_9⟩. ⟨inria-00326372⟩

Arnaud Liefooghe, Laetitia Jourdan, Matthieu Basseur, El-Ghazali Talbi, Edmund Burke. Metaheuristics for the Bi-objective Ring Star Problem. Eighth European Conference on Evolutionary Computation in Combinatorial Optimisation (EvoCOP 2008), Mar 2008, Napoli, Italy. pp.206--217, ⟨10.1007/978-3-540-78604-7_18⟩. ⟨inria-00269978⟩

El-Ghazali Talbi, Laetitia Jourdan, José Garcia-Nieto, Enrique Alba. Comparison of population based metaheuristics for feature selection: Application to microarray data classification. AICCSA'2008 IEEE/ACS International Conference on Computer Systems and Applications, Nov 2008, Doha, Qatar. pp.45-52. ⟨hal-00837520⟩

Enrique Alba, José Garcia-Nieto, Laetitia Jourdan, El-Ghazali Talbi. Gene Selection in Cancer Classification using GPSO/SVM and GA/SVM Hybrid Algorithms. Congress on Evolutionary Computation, Sep 2007, Singapor, Singapore. ⟨inria-00269967⟩

Arnaud Liefooghe, Matthieu Basseur, Laetitia Jourdan, El-Ghazali Talbi. Combinatorial Optimization of Stochastic Multi-objective Problems: an Application to the Flow-shop Scheduling Problem. Evolutionary Multi-criterion Optimization (EMO 2007), Feb 2007, Matsushima, Japan. pp.457--471, ⟨10.1007/978-3-540-70928-2_36⟩. ⟨inria-00269974⟩

Arnaud Liefooghe, Matthieu Basseur, Laetitia Jourdan, El-Ghazali Talbi. ParadisEO-MOEO: A Framework for Evolutionary Multi-objective Optimization. Evolutionary Multi-Criterion Optimization (EMO 2007), Feb 2007, Matsushima, Japan. pp.386-400, ⟨10.1007/978-3-540-70928-2_31⟩. ⟨inria-00269972⟩

Jean-Charles Boisson, Laetitia Jourdan, El-Ghazali Talbi, Christian Rolando. A Preliminary Work on Evolutionary Identification of Protein Variants and New Proteins on Grids. AINA 2006, HIPCOMB Workshop, Apr 2006, Vienne, Austria. ⟨inria-00270867⟩

Laetitia Jourdan, Clarisse Dhaenens, El-Ghazali Talbi. Using Datamining Techniques to Help Metaheuristics: A Short Survey. Hybrid Metaheuristics, 2006, Gan Canarian, France. pp.57--69. ⟨inria-00269969⟩

Jean-Charles Boisson, Laetitia Jourdan, El-Ghazali Talbi, Christian Rolando. Protein Sequencing with an Adaptive Genetic Algorithm from Tandem Mass Spectrometry. CEC 2006, Jul 2006, Vancouver, Canada. ⟨inria-00270874⟩

Laetitia Jourdan, David Corne, David W. Corne, Dragan Savic, Godfrey A. Walters. Preliminary Investigation of the `Learnable Evolution Model' for Faster/Better Multiobjective Water Systems Design. Third International Conference on Evolutionary Multi-Criterion Optimization, Mar 2006, Guanajuato/ México. ⟨inria-00001170⟩

Laetitia Jourdan, Clarisse Dhaenens, El-Ghazali Talbi. A Parallel Adaptive GA for Linkage Disequilibrium in Genomics.. IPDPS, Apr 2004, Santa Fe, USA. ⟨inria-00001182⟩

Laetitia Jourdan, Clarisse Dhaenens, El-Ghazali Talbi. Clustering Nominal and Numerical Data: A New Distance Concept for a Hybrid Genetic Algorithm. Evolutionary Computation in Combinatorial Optimization -- ~2004, Apr 2004, Coimbra, Portugal, pp.220--229. ⟨inria-00001183⟩

Clarisse Dhaenens, Laetitia Jourdan. Metaheuristics for Big Data. Wiley-ISTE, pp.212, 2016, 978-1-84821-806-2. ⟨hal-01418464⟩

Carlos Coello Coello, Clarisse Dhaenens, Laetitia Jourdan. Advances in Multi-Objective Nature Inspired Computing. Springer, pp.200, 2010, Studies in Computational Intelligence. ⟨hal-00522731⟩

Arnaud Liefooghe, Laetitia Jourdan, Thomas Legrand, Jérémie Humeau, El-Ghazali Talbi. ParadisEO-MOEO: A Software Framework for Evolutionary Multi-Objective Optimization. Advances in Multi-Objective Nature Inspired Computing, Springer Berlin / Heidelberg, pp.87-117, 2010, ⟨10.1007/978-3-642-11218-8_5⟩. ⟨hal-00522623⟩

Carlos Coello Coello, Clarisse Dhaenens, Laetitia Jourdan. Multi-Objective Combinatorial Optimization: Problematic and Context. Coello Dhaenens Jourdan. Advances in Multi-Objective Nature Inspired Computing, Springer, pp.1-21, 2010. ⟨inria-00522739⟩

Marie-Eleonore Marmion, Aymeric Blot, Laetitia Jourdan, Clarisse Dhaenens. Neutrality in the Graph Coloring Problem. [Research Report] RR-8215, INRIA. 2013, pp.15. ⟨hal-00781001⟩

Marie-Eleonore Marmion, Laetitia Jourdan, Clarisse Dhaenens. A new distance measure based on the exchange operator for the HFF-AVRP. [Intern report] RR-7263, INRIA. 2010. ⟨inria-00475710⟩

Arnaud Liefooghe, Laetitia Jourdan, El-Ghazali Talbi. A Unified Model for Evolutionary Multiobjective Optimization and its Implementation in a General Purpose Software Framework: ParadisEO-MOEO. [Research Report] RR-6906, INRIA. 2009. ⟨inria-00376770⟩

Waldo Gonzalo Cancino Ticona, Laetitia Jourdan, El-Ghazali Talbi. A multi-objective evolutionary approach to phylogenetic inference problems: Initial experiences porting PhyloMOEA to ParadisEO framework. [Technical Report] RT-0366, INRIA. 2009. ⟨inria-00395336⟩

Arnaud Liefooghe, Laetitia Jourdan, El-Ghazali Talbi. Metaheuristics and Their Hybridization to Solve the Bi-objective Ring Star Problem: a Comparative Study. [Research Report] RR-6515, INRIA. 2008. ⟨inria-00275659v2⟩

Laetitia Jourdan. Métaheuristiques pour l'extraction de connaissances: Application à la génomique. Autre [cs.OH]. Université des Sciences et Technologie de Lille - Lille I, 2003. Français. ⟨tel-00007983⟩

Laetitia Jourdan. Métaheuristiques Coopératives : du déterministe au stochastique. Modélisation et simulation. Université des Sciences et Technologie de Lille - Lille I, 2010. ⟨tel-00523274⟩