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Laetitia JOURDAN

Laetitia Jourdan, Full Professor Université de Lille
173
Documents

Publications

E-learning recommender system dataset

Mounir Hafsa , Pamela Wattebled , Julie Jacques , Laetitia Jourdan
Data in Brief, 2023, 47, 108942, pp 1-8. ⟨10.1016/j.dib.2023.108942⟩
Article dans une revue hal-03977354v1

Solving a multiobjective professional timetabling problem using evolutionary algorithms at Mandarine Academy

Mounir Hafsa , Pamela Wattebled , Julie Jacques , Laetitia Jourdan
International Transactions in Operational Research, 2023, ⟨10.1111/itor.13276⟩
Article dans une revue hal-04028480v1
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Improving neighborhood exploration into MOEA/D framework to solve a bi-objective routing problem

Clément Legrand , Diego Cattaruzza , Laetitia Jourdan , Marie-Eléonore Kessaci
International Transactions in Operational Research, 2023, Developments in Metaheuristics, 30 (2), pp.1179 - 1180. ⟨10.1111/itor.13223⟩
Article dans une revue hal-04299349v1

160P Non-invasive analysis of VOCs in exhaled air can distinguish healthy controls from lung cancer patients and may improve the effectiveness of lung cancer screening

S. Hulo , J. Jacques , F. Sihrener , E. Wasielewski , Laetitia Jourdan
Journal of Thoracic Oncology, 2023, 18 (4), pp.S128. ⟨10.1016/S1556-0864(23)00414-8⟩
Article dans une revue hal-04089355v1
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Ontology for Overcrowding Management in Emergency Department.

Khouloud Fakhfakh Maala , Sarah Ben Othman , Laetitia Jourdan , Grégoire Smith , Jean-Marie Renard
Studies in Health Technology and Informatics, 2022, Studies in Health Technology and Informatics, 290, pp.947-951. ⟨10.3233/SHTI220220⟩
Article dans une revue hal-04395470v1

Le « volatolome » au service du dépistage du cancer broncho-pulmonaire

S. Hulo , N. Duhamel , A. Lepine , F. Sihrener , E. Wasielewski
Revue des Maladies Respiratoires Actualites, 2022, 14 (1), pp.102-103. ⟨10.1016/j.rmra.2021.11.122⟩
Article dans une revue hal-04297844v1

Unbalanced budget distribution for automatic algorithm configuration

Soheila Ghambari , Hojjat Rakhshani , Julien Lepagnot , Laetitia Jourdan , Lhassane Idoumghar
Soft Computing, 2022, 26 (3), pp.1315-1330. ⟨10.1007/s00500-021-06403-y⟩
Article dans une revue hal-03445787v1

A Biclustering Method for Heterogeneous and Temporal Medical Data

Maxence Vandromme , Julie Jacques , Julien Taillard , Laetitia Jourdan , Clarisse Dhaenens
IEEE Transactions on Knowledge and Data Engineering, 2022, 34 (2), pp.506-518. ⟨10.1109/TKDE.2020.2983692⟩
Article dans une revue hal-02927063v1

Metaheuristics for data mining: survey and opportunities for big data

Clarisse Dhaenens , Laetitia Jourdan
Annals of Operations Research, 2022, ⟨10.1007/s10479-021-04496-0⟩
Article dans une revue hal-03533849v1
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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

Julie Jacques , Helene Martin-Huyghe , Justine Lemtiri-Florek , Julien Taillard , Laetitia Jourdan
International Journal of Medical Informatics, 2020, October 2020, 142, ⟨10.1016/j.ijmedinf.2020.104242⟩
Article dans une revue hal-02920596v1

Automatic Configuration of Multi-Objective Local Search Algorithms for Permutation Problems

Aymeric Blot , Marie-Eléonore Kessaci , Laetitia Jourdan , Holger Hoos
Evolutionary Computation, 2019, pp.1 - 24. ⟨10.1162/evco_a_00240⟩
Article dans une revue hal-01927901v1

Metaheuristics for data mining - Survey and opportunities for big data

Clarisse Dhaenens , Laetitia Jourdan
4OR: A Quarterly Journal of Operations Research, inPress, pp.1-25. ⟨10.1007/s10288-019-00402-4⟩
Article dans une revue hal-02093754v1

Survey and unification of local search techniques in metaheuristics for multi-objective combinatorial optimisation

Aymeric Blot , Marie-Eléonore Kessaci , Laetitia Jourdan
Journal of Heuristics, 2018, ⟨10.1007/s10732-018-9381-1⟩
Article dans une revue hal-01840111v1
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An exact algorithm for the bi-objective timing problem

Sophie Jacquin , Fanny Dufossé , Laetitia Jourdan
Optimization Letters, 2018, 12 (4), pp.903-914. ⟨10.1007/s11590-018-1237-y⟩
Article dans une revue hal-01716581v1
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ClinMine: Optimizing the Management of Patients in Hospital

Clarisse Dhaenens , Julie Jacques , Vincent Vandewalle , Maxence Vandromme , Emmanuel Chazard
Innovation and Research in BioMedical engineering, 2018, 39 (2), pp.83-92. ⟨10.1016/j.irbm.2017.12.002⟩
Article dans une revue hal-01692197v1

Extraction and optimization of classification rules for temporal sequences: Application to hospital data

Maxence Vandromme , Julie Jacques , Julien Taillard , Hansske Arnaud , Laetitia Jourdan
Knowledge-Based Systems, 2017, 122, pp.148-158. ⟨10.1016/j.knosys.2017.02.001⟩
Article dans une revue hal-01564520v1

A multi-objective dynamic programming-based metaheuristic to solve a bi-objective unit commitment problem using a multi-objective decoder

Sophie Jacquin , Laetitia Jourdan , El-Ghazali Talbi
International Journal of Metaheuristics, 2016, 5 (1), pp.3-30. ⟨10.1504/IJMHEUR.2016.079104⟩
Article dans une revue hal-01417960v1

Conception of a dominance-based multi-objective local search in the context of classification rule mining in large and imbalanced data sets

Julie Jacques , Julien Taillard , David Delerue , Clarisse Dhaenens , Laetitia Jourdan
Applied Soft Computing, 2015, 34, pp.705--720. ⟨10.1016/j.asoc.2015.06.002⟩
Article dans une revue hal-01216483v1

Using multiobjective optimization for biclustering microarray data

Khedidja Seridi , Laetitia Jourdan , El-Ghazali Talbi
Applied Soft Computing, 2015, 33, pp.239--249. ⟨10.1016/j.asoc.2015.03.060⟩
Article dans une revue hal-01216477v1

Comment optimiser des données ?

Laetitia Jourdan , Joanna Jongwane
Interstices, 2014
Article dans une revue hal-01350223v1
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On the structure of multiobjective combinatorial search space: MNK-landscapes with correlated objectives

Sébastien Verel , Arnaud Liefooghe , Laetitia Jourdan , Clarisse Dhaenens
European Journal of Operational Research, 2013, 227 (2), pp.331-342. ⟨10.1016/j.ejor.2012.12.019⟩
Article dans une revue hal-00760097v1

Multi-environmental cooperative parallel metaheuristics for solving dynamic optimization problems

Mostepha Redouane , El-Ghazali Talbi , Laetitia Jourdan , Briseida Sarasola , Enrique Alba
Journal of Supercomputing, 2013, 63 (3), pp.836-853. ⟨10.1007/s11227-012-0774-x⟩
Article dans une revue hal-00806249v1

Fitness Landscape Analysis and Metaheuristics Efficiency

Marie-Eléonore Marmion , Laetitia Jourdan , Clarisse Dhaenens
Journal of Mathematical Modelling and Algorithms in Operations Research, 2013, 12 (1), pp.3-26. ⟨10.1007/s10852-012-9177-5⟩
Article dans une revue hal-00807352v1

Synergies between operations research and data mining: The emerging use of multi-objective approaches

David Corne , Clarisse Dhaenens , Laetitia Jourdan
European Journal of Operational Research, 2012, 221, pp.469-479. ⟨10.1016/j.ejor.2012.03.039⟩
Article dans une revue hal-00731073v1
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On dominance-based multiobjective local search: design, implementation and experimental analysis on scheduling and traveling salesman problems

Arnaud Liefooghe , Jérémie Humeau , Salma Mesmoudi , Laetitia Jourdan , El-Ghazali Talbi
Journal of Heuristics, 2012, 18 (2), pp.317-352. ⟨10.1007/s10732-011-9181-3⟩
Article dans une revue hal-00628215v2
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On optimizing a bi-objective flowshop scheduling problem in uncertain environment

Arnaud Liefooghe , Matthieu Basseur , Jérémie Humeau , Laetitia Jourdan , El-Ghazali Talbi
Computers & Mathematics with Applications, 2012, 64 (2), pp.3747-3762. ⟨10.1016/j.camwa.2012.02.051⟩
Article dans une revue hal-00676627v1
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Solving a Dial-a-Ride Problem with a Hybrid Multi-objective Evolutionary Approach: Application to Demand Responsive Transport

Rémy Chevrier , Arnaud Liefooghe , Laetitia Jourdan , Clarisse Dhaenens
Applied Soft Computing, 2012, 12 (4), pp.1247-1258. ⟨10.1016/j.asoc.2011.12.014⟩
Article dans une revue inria-00591138v2

A comparative study between dynamic adapted PSO and VNS for the vehicle routing problem with dynamic requests

Mostepha Redouane Khouadjia , Briseida Sarasola , Enrique Alba , Laetitia Jourdan , El-Ghazali Talbi
Applied Soft Computing, 2012, 12 (4), pp.1426-1439. ⟨10.1016/j.asoc.2011.10.023⟩
Article dans une revue hal-00750715v1

Metaheuristics based de novo protein sequencing: A new approach

Jean-Charles Boisson , Laetitia Jourdan , El-Ghazali Talbi
Applied Soft Computing, 2011, 11 (2), pp.2271-2278. ⟨10.1016/j.asoc.2010.08.007⟩
Article dans une revue inria-00575764v1
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A software framework based on a conceptual unified model for evolutionary multiobjective optimization: ParadisEO-MOEO

Arnaud Liefooghe , Laetitia Jourdan , El-Ghazali Talbi
European Journal of Operational Research, 2011, 209 (2), pp.104-112. ⟨10.1016/j.ejor.2010.07.023⟩
Article dans une revue hal-00522612v1

Single- and Multi-Objective Cooperation for the Flexible Docking Problem

Jean-Charles Boisson , Laetitia Jourdan , El-Ghazali Talbi , Dragos Horvath
Journal of Mathematical Modelling and Algorithms, 2010, 9, pp.195-208. ⟨10.1007/s10852-010-9128-y⟩
Article dans une revue inria-00522634v1
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Metaheuristics and cooperative approaches for the Bi-objective Ring Star Problem

Arnaud Liefooghe , Laetitia Jourdan , El-Ghazali Talbi
Computers and Operations Research, 2010, 37 (6), pp.1033 - 1044. ⟨10.1016/j.cor.2009.09.004⟩
Article dans une revue hal-00522622v1

Hybridizing Exact methods and Metaheuristics: A taxonomy

Laetitia Jourdan , Matthieu Basseur , El-Ghazali Talbi
European Journal of Operational Research, 2009, 199 (3), pp.620-629. ⟨10.1016/j.ejor.2007.07.035⟩
Article dans une revue inria-00484922v1

An Analysis of the Effect of Multiple Layers in the Multi-Objective Design of Conducting Polymer Composites

Laetitia Jourdan , Oliver Schuetze , Thomas Legrand , El-Ghazali Talbi , Jean-Luc Wojkiewicz
Materials and Manufacturing Processes, 2009, 24 (3), pp.350--357. ⟨10.1080/10426910802679535⟩
Article dans une revue hal-00836804v1

Sensitivity and Specificity Based Multiobjective Approach for Feature Selection: Application to Cancer Diagnosis

José Manuel García-Nieto , Enrique Alba , Laetitia Jourdan , El-Ghazali Talbi
Information Processing Letters, 2009, 109, pp.887--896. ⟨10.1016/j.ipl.2009.03.029⟩
Article dans une revue inria-00484913v1
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Métaheuristiques pour le flow-shop de permutation bi-objectif stochastique

Arnaud Liefooghe , Laetitia Jourdan , Matthieu Basseur , El-Ghazali Talbi
Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, 2008, 22 (2), pp.183--208
Article dans une revue inria-00269981v1
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A Data Mining Approach to Discover Genetic and Environmental Factors involved in Multifactoral Diseases

Laetitia Jourdan , Clarisse Dhaenens , El-Ghazali Talbi , Sophie Gallina
Knowledge-Based Systems, 2002, 15 (4), pp.235--242. ⟨10.1016/S0950-7051(01)00145-9⟩
Article dans une revue inria-00001181v1

A Hybrid Genetic Approach for Bi-Level Flexible Job Shops Arising from Selective Deconstruction

Corentin Juvigny , Julien Baste , Guillaume Lozenguez , Arnaud Doniec , Laetitia Jourdan
2023 IEEE Congress on Evolutionary Computation (CEC), Jul 2023, Chicago, United States. pp.1-8, ⟨10.1109/CEC53210.2023.10254125⟩
Communication dans un congrès hal-04219763v1
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Integration of Knowledge Discovery into MOEA/D

Clément Legrand , Diego Cattaruzza , Marie-Eléonore Kessaci , Laetitia Jourdan
ROADEF 2023, Feb 2023, Rennes, France
Communication dans un congrès hal-04206237v1
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Improving MOEA/D with Knowledge Discovery. Application to a Bi-objective Routing Problem

Clément Legrand , Diego Cattaruzza , Laetitia Jourdan , Marie-Eléonore Kessaci
EMO 2023 - Evolutionary Multi-Criterion Optimization, Mar 2023, Leiden, Netherlands. pp.462-475, ⟨10.1007/978-3-031-27250-9_33⟩
Communication dans un congrès hal-04040436v1
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New Neighborhood Strategies for the Bi-objective Vehicle Routing Problem with Time Windows

Clément Legrand , Diego Cattaruzza , Laetitia Jourdan , Marie-Eléonore Kessaci
MIC 2022 - Metaheuristics International Conference, Jul 2022, Ortigia-Syracuse, Italy. pp.45-60, ⟨10.1007/978-3-031-26504-4_4⟩
Communication dans un congrès hal-04009988v1

A Multi-objective 3D Offline UAV Path Planning Problem with Variable Flying Altitude

Mahmoud Golabi , Soheila Ghambari , Shilan Amir Ashayeri , Laetitia Jourdan , Lhassane Idoumghar
EA 2022: Artificial Evolution, Nov 2022, Exeter (England), United Kingdom. pp.187-200, ⟨10.1007/978-3-031-42616-2_14⟩
Communication dans un congrès hal-04192166v1
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Enhancing MOEA/D with Learning: Application to Routing Problems with Time Windows

Clément Legrand , Diego Cattaruzza , Laetitia Jourdan , Marie-Eléonore Kessaci
GECCO 2022 - The Genetic and Evolutionary Computation Conference, Jul 2022, Boston, United States. ⟨10.1145/3520304.3528909⟩
Communication dans un congrès hal-03791804v1
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Optimisation Multi-Objectif pour la Recommandation : application à une MOOC d'entreprise

Mounir Hafsa , Pamela Wattebled , Julie Jacques , Laetitia Jourdan
ROADEF2022, Feb 2022, Lyon, France
Communication dans un congrès hal-03790522v1

Towards hybridization of multi-agent simulation and metaheuristics applied to selective deconstruction

Corentin Juvigny , Julien Baste , Guillaume Lozenguez , Arnaud Doniec , Laetitia Jourdan
2022 IEEE Symposium Series on Computational Intelligence (SSCI), Dec 2022, Singapore, Singapore. pp.767-773, ⟨10.1109/SSCI51031.2022.10022117⟩
Communication dans un congrès hal-03968476v1

Multi-objective recommender system for corporate MOOC

Mounir Hafsa , Pamela Wattebled , Julie Jacques , Laetitia Jourdan
GECCO '22: Genetic and Evolutionary Computation Conference, Jul 2022, Boston Massachusetts, France. pp.2314-2317, ⟨10.1145/3520304.3534058⟩
Communication dans un congrès hal-03856439v1
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Optimisation Multi-Objectif pour la Recommandation : application à une MOOC d'entreprise

Mounir Hafsa , Pamela Wattebled , Julie Jacques , Laetitia Jourdan
23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France
Communication dans un congrès hal-03595358v1
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A Multi-Objective E-learning Recommender System at Mandarine Academy.

Mounir Hafsa , Pamela Wattebled , Julie Jacques , Laetitia Jourdan
Proceedings of the 2nd Workshop on Multi-Objective Recommender Systems co-located with 16th ACM Conference on Recommender Systems (RecSys 2022), 2022, Seatlle (virtual), United States
Communication dans un congrès hal-03956402v1
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Machine Learning for Multi-Objective Problems

Clément Legrand , Laetitia Jourdan , Marie-Eléonore Kessaci , Diego Cattaruzza
ROADEF 2022 - 23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France
Communication dans un congrès hal-03595321v1

Digitalisation de la déconstruction sélective : simulation et optimisation des filières

Corentin Juvigny , Julien Baste , Guillaume Lozenguez , Arnaud Doniec , Laetitia Jourdan
23ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, INSA Lyon, Feb 2022, Villeurbanne - Lyon, France
Communication dans un congrès hal-03597198v1
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Using Machine Learning to Enhance Clarke and Wright Heuristic

Clément Legrand , Luca Accorsi , Vigo Daniele , Laetitia Jourdan , Marie-Eléonore Kessaci
Conférence ROADEF 2021, Apr 2021, Mulhouse, France
Communication dans un congrès hal-03472209v1

Une approche évolutionnaire multiobjectif pour la planification des cours professionnels

Hasfa Mounir , Pamela Wattebled , Julie Jacques , Laetitia Jourdan
ROADEF 2021, Apr 2021, Mulhouse, France
Communication dans un congrès hal-03472237v1
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CLAHC - custom late acceptance hill climbing first results on TSP

Sylvain Clay , Lucien Mousin , Nadarajen Veerapen , Laetitia Jourdan
GECCO '21 Companion: Genetic and Evolutionary Computation Conference Companion, Jul 2021, Lille, France. pp.1970-1973, ⟨10.1145/3449726.3463129⟩
Communication dans un congrès hal-03284594v1
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Automatic Algorithm Multi-Configuration Applied to an Optimization Algorithm

Weerapan Sae-Dan , Marie-Eléonore Kessaci , Nadarajen Veerapen , Laetitia Jourdan
21st International Conference on Hybrid Intelligent Systems (HIS 2021), Dec 2021, online, United States. ⟨10.1007/978-3-030-96305-7_15⟩
Communication dans un congrès hal-03449789v1

A Multi-Objective Evolutionary Approach to Professional Course Timetabling: A Real-World Case Study

Mounir Hafsa , Pamela Wattebled , Julie Jacques , Laetitia Jourdan
2021 IEEE Congress on Evolutionary Computation (CEC), Jun 2021, Kraków, Poland. pp.997-1004, ⟨10.1109/CEC45853.2021.9504797⟩
Communication dans un congrès hal-03353961v1

AutoTSC: Optimization Algorithm to Automatically Solve the Time Series Classification Problem

Laurent Parmentier , Olivier Nicol , Laetitia Jourdan , Marie-Eléonore Kessaci
ICTAI 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence, Nov 2021, Washington, United States
Communication dans un congrès hal-03472255v1
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Ontology for Overcrowding Management in Emergency Department

Khouloud Fakhfakh , Sarah Ben-Othman , Laetitia Jourdan , Grégoire Smith , Jean-Marie Renard
MedInfo Medical and Health Informatics, Oct 2021, online, France
Communication dans un congrès hal-03531162v1

Fuzzy Ontology for Patient Emergency Department Triage

Khouloud Fakhfakh , Sarah Ben Othman , Laetitia Jourdan , Grégoire Smith , Jean Marie Renard
Computational Science – ICCS 2021, Jun 2021, Krakow, Poland. pp.719-734, ⟨10.1007/978-3-030-77967-2_60⟩
Communication dans un congrès hal-03262007v1

Bi-objective Energy-Efficient Maximal Coverage Path Planning for UAVs

Soheila Ghambari , Mahmoud Golabi , Julien Lepagnot , Laetitia Jourdan , Lhassane Idoumghar
ROADEF 2022, Apr 2021, Mulhouse, France
Communication dans un congrès hal-03472222v1
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Digitalisation de la déconstruction sélective : simulation et optimisation des filières

C Juvigny , Julien Baste , G Lozenguez , A Doniec , Laetitia Jourdan
Rencontres des Jeunes Chercheurs en Intelligence Artificielle (RJCIA'21) Plate-Forme Intelligence Artificielle (PFIA'21), Jul 2021, Bordeaux, France. pp.79-81
Communication dans un congrès hal-03298744v1
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A hybrid CP/MOLS approach for multi-objective imbalanced classification

Nicolas Szczepanski , Gilles Audemard , Laetitia Jourdan , Christophe Lecoutre , Lucien Mousin
GECCO '21: Genetic and Evolutionary Computation Conference, Jul 2021, Lille, France. pp.723-731, ⟨10.1145/3449639.3459310⟩
Communication dans un congrès hal-03281930v1

Automatic Configuration of a Multi-objective Local Search for Imbalanced Classification

Sara Tari , Holger Hoos , Julie Jacques , Marie-Eléonore Kessaci , Laetitia Jourdan
PPSN 2020, Sep 2020, Leiden, Netherlands. pp.65-77, ⟨10.1007/978-3-030-58112-1_5⟩
Communication dans un congrès hal-02932462v1
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Time-Dependent Automatic Parameter Configuration of a Local Search Algorithm

Weerapan Sae-Dan , Marie-Eléonore Kessaci , Nadarajen Veerapen , Laetitia Jourdan
GECCO '20 Companion: Companion Conference on Genetic and Evolutionary Computation, ACM, Jul 2020, Cancún, Mexico. ⟨10.1145/3377929.3398107⟩
Communication dans un congrès hal-02895548v1
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Automatic Configuration of Multi-Thread Local Search: Preliminary Results on Bi-objective TSP

Nicolas Szczepanski , Lucien Mousin , Nadarajen Veerapen , Laetitia Jourdan
2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI), IEEE, Nov 2020, Baltimore, United States. ⟨10.1109/ICTAI50040.2020.00187⟩
Communication dans un congrès hal-02988942v1

Impact of the Discretization of VOCs for Cancer Prediction Using a Multi-Objective Algorithm

Sara Tari , Lucien Mousin , Julie Jacques , Marie-Eléonore Kessaci , Laetitia Jourdan
LION 2020 - Learning and Intelligent Optimization, 2020, Athens, Greece. pp.151-157, ⟨10.1007/978-3-030-53552-0_16⟩
Communication dans un congrès hal-02927503v1
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Optimisation multiobjectif pour le diagnostic de pathologies via biomarqueurs

Sara Tari , Laetitia Jourdan , Marie-Eléonore Kessaci , Julie Jacques , Lucien Mousin
Congrès annuel de la société Française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF), Feb 2020, Montpellier, France
Communication dans un congrès hal-02875059v1

Bypassing or flying above the obstacles? A novel multi-objective UAV path planning problem

Mahmoud Golabi , Soheila Ghambari , Julien Lepagnot , Laetitia Jourdan , Mathieu Brevilliers
2020 IEEE Congress on Evolutionary Computation (CEC), Jul 2020, Glasgow, United Kingdom. pp.1-8, ⟨10.1109/CEC48606.2020.9185695⟩
Communication dans un congrès hal-02935105v1

An Enhanced NSGA-II for Multiobjective UAV Path Planning in Urban Environments

Soheila Ghambari , Mahmoud Golabi , Julien Lepagnot , Mathieu Brevilliers , Laetitia Jourdan
32nd IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2020), Nov 2020, Baltimore, United States. ⟨10.1109/ICTAI50040.2020.00027⟩
Communication dans un congrès hal-03021791v1

UAV path planning in the presence of static and dynamic obstacles

Soheila Ghambari , Julien Lepagnot , Laetitia Jourdan , Lhassane Idoumghar
IEEE Symposium Series on Computational Intelligence 2020, Dec 2020, Canberra, Australia. ⟨10.1109/SSCI47803.2020.9308340⟩
Communication dans un congrès hal-03021835v1

Multi-objective Automatic Algorithm Configuration for the Classification Problem of Imbalanced Data

Sara Tari , Nicolas Szczepanski , Lucien Mousin , Julie Jacques , Marie-Eléonore Kessaci
2020 IEEE Congress on Evolutionary Computation (CEC), Jul 2020, Glasgow, United Kingdom. pp.1-8, ⟨10.1109/CEC48606.2020.9185785⟩
Communication dans un congrès hal-02935096v1

A* based differential evolution algorithm for UAV path planning problem in urban environment

Soheila Ghambari , L. Idoumghar , Laetitia Jourdan , Julien Lepagnot
Evolution Artificielle (EA), Oct 2019, Mulhouse, France
Communication dans un congrès hal-02429410v1

Configuration of a Dynamic MOLS Algorithm for Bi-objective Flowshop Scheduling

Camille Pageau , Aymeric Blot , Holger Hoos , Marie-Éléonore Kessaci , Laetitia Jourdan
Evolutionary Multi-Criterion Optimization, Mar 2019, Lansing, United States. pp.565-577
Communication dans un congrès hal-02078581v1
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Automatic Configuration of a Dynamic Hill Climbing Algorithm

Weerapan Sae-Dan , Marie-Eléonore Kessaci , Nadarajen Veerapen , Laetitia Jourdan
SLS - International Workshop on Stochastic Local Search Algorithms, Sep 2019, Villeneuve d'Ascq, France
Communication dans un congrès hal-02430770v1

A Dynamic Algorithm Framework to Automatically Design a Multi-Objective Local Search

Camille Pageau , Aymeric Blot , Holger Hoos , Marie-Eléonore Kessaci , Laetitia Jourdan
ROADEF 2019, Feb 2019, Le Havre, France
Communication dans un congrès hal-02082123v1

An improved TLBO algorithm for solving UAV path planning problem

Soheila Ghambari , L. Idoumghar , Laetitia Jourdan , Julien Lepagnot
IEEE Symposium on Computational Intelligence, Dec 2019, Xiamen, China
Communication dans un congrès hal-02429421v1

PRM-based differential evolution for UAV path planning

Soheila Ghambari , Lhassane Idoumghar , Laetitia Jourdan , Julien Lepagnot
SLS - International Workshop on Stochastic Local Search Algorithms, Sep 2019, Villeneuve d Ascq, France
Communication dans un congrès hal-02430236v1

TPOT-SH: a FasterOptimization Algorithm to Solve the AutoML Problem on Large Datasets

Laurent Parmentier , Olivier Nicol , Marie-Eléonore Kessaci , Laetitia Jourdan
ICTAI - International Conference on Tools with Artificial Intelligence, Nov 2019, Portland, United States
Communication dans un congrès hal-02430799v1

TPOT-SH: a Faster Optimization Algorithm to Solve the AutoML Problem on Large Datasets

Laurent Parmentier , Olivier Nicol , Laetitia Jourdan , Marie-Eléonore Kessaci
SLS - International Workshop on Stochastic Local Search Algorithms, Sep 2019, Villeneuve d'Ascq, France
Communication dans un congrès hal-02430745v1
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Estimation de probabilités par algorithme génétique

Anne-Lise Bedenel , Laetitia Jourdan , Christophe Biernacki
ROADEF2018, Feb 2018, Lorient, France
Communication dans un congrès hal-01868195v1

Biclustering similarity measures for heterogeneous data

Pornpimol Chaiwuttisak , Clarisse Dhaenens , Laetitia Jourdan , Maxence Vandromme
PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON APPLIED SCIENCE AND TECHNOLOGY (ICAST’18), 2018, Penang, Malaysia. ⟨10.1063/1.5055436⟩
Communication dans un congrès hal-01928015v1
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New Initialisation Techniques for Multi-objective Local Search

Aymeric Blot , Manuel López-Ibáñez , Marie-Éléonore Kessaci , Laetitia Jourdan
Parallel Problem Solving from Nature - PPSN XV, Sep 2018, Coimbra, Portugal. ⟨10.1007/978-3-319-99253-2_26⟩
Communication dans un congrès hal-01868414v1

Automatic Configuration of Multi-objective Optimization Algorithms. Impact of Correlation between Objectives.

Aymeric Blot , Holger H Hoos , Marie-Eléonore Kessaci , Laetitia Jourdan
30th International Conference on Tools with Artificial Intelligence, Oct 2018, Volos, Greece
Communication dans un congrès hal-01928060v1
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Probability estimation by an adapted genetic algorithm in web insurance

Anne-Lise Bedenel , Laetitia Jourdan , Christophe Biernacki
LION 12 - Learning and Intelligent Optimization Conference, Jun 2018, Kalamata, Greece
Communication dans un congrès hal-01885117v1

A comparative study of meta-heuristic algorithms for solving UAV path planning

Soheila Ghambari , Julien Lepagnot , Laetitia Jourdan , Lhassane Idoumghar
IEEE-SSCI 2018, Nov 2018, Bangalore, India
Communication dans un congrès hal-01928039v1
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Adaptive Multi-Objective Local Search Algorithms for the Permutation Flowshop Scheduling Problem

Aymeric Blot , Marie-Éléonore Kessaci , Laetitia Jourdan , Patrick de Causmaecker
Learning and Intelligent Optimization Conference (LION 12), Jun 2018, Kalamata, Greece
Communication dans un congrès hal-01868401v1
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Automatic Design of Multi-Objective Local Search Algorithms

Aymeric Blot , Laetitia Jourdan , Marie-Éléonore Kessaci
GECCO 2017 - Genetic and Evolutionary Computation Conference, Jul 2017, Berlin, Germany. pp.227-234, ⟨10.1145/3071178.3071323⟩
Communication dans un congrès hal-01569617v1
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AMH: une plate-forme pour le design et le contrôle automatique de métaheuristiques multi-objectif

Aymeric Blot , Marie-Éléonore Kessaci-Marmion , Laetitia Jourdan
ROADEF2017: 18ème Conférence ROADEF de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2017, Metz, France
Communication dans un congrès hal-01560444v1
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AMH: a new Framework to Design Adaptive Metaheuristics

Aymeric Blot , Marie-Éléonore Kessaci-Marmion , Laetitia Jourdan
12th Metaheuristics International Conference, Jul 2017, Barcelona, Spain
Communication dans un congrès hal-01559687v1
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Automatically Configuring Multi-objective Local Search Using Multi-objective Optimisation

Aymeric Blot , Alexis Pernet , Laetitia Jourdan , Marie-Éléonore Kessaci-Marmion , Holger H Hoos
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⟩
Communication dans un congrès hal-01559690v1
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MO-ParamILS: A Multi-objective Automatic Algorithm Configuration Framework

Aymeric Blot , Holger Hoos , Laetitia Jourdan , Marie-Éléonore Marmion , Heike Trautmann
Learning and Intelligent Optimization, May 2016, Ischia, Italy. pp.32-47, ⟨10.1007/978-3-319-50349-3_3⟩
Communication dans un congrès hal-01370392v1
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Feature Selection using Tabu Search with Learning Memory: Learning Tabu Search

Lucien Mousin , Laetitia Jourdan , Marie-Eléonore Marmion , Clarisse Dhaenens
Learning and Intelligent OptimizatioN Conference LION 10, May 2016, Ischia Island (Napoli), Italy
Communication dans un congrès hal-01370396v1
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Appariement de descripteurs évoluant en temps

Anne-Lise Bedenel , Christophe Biernacki , Laetitia Jourdan
48èmes Journées des Statistiques Française, May 2016, Montpellier, France
Communication dans un congrès hal-01381766v1

Evolutionary Algorithm for bi-objective Just-in-Time Job-shop

Sophie Jacquin , Emilie Allart , Fanny Dufossé , Laetitia Jourdan
2016 IEEE Symposium Series on Computational Intelligence (SSCI 2016), Dec 2016, Athens, Greece
Communication dans un congrès hal-01420928v1

Multi-objective Neutral Neighbors? What could be the definition(s)?

Marie-Eléonore Kessaci-Marmion , Hernan Aguirre , Clarisse Dhaenens , Laetitia Jourdan , Kiyoshi Tanaka
Genetic and Evolutionary Computation Conference, 2016, Denver, CO, United States. pp.349--356, ⟨10.1145/2908812.2908902⟩
Communication dans un congrès hal-01420900v1

A scalable biclustering method for heterogeneous medical data

Maxence Vandromme , Julie Jacques , Julien Taillard , Laetitia Jourdan , Clarisse Dhaenens
International Workshop on Machine Learning, Optimization and Big Data, Aug 2016, Volterra, Italy. pp.12
Communication dans un congrès hal-01420947v1

Impact de la discrétisation des données numériques sur l’efficacité d’un algorithme de classification par métaheuristique

Maxence Vandromme , Julie Jacques , Julien Taillard , Laetitia Jourdan , Clarisse Dhaenens
Conference ROADEF 2015, Feb 2015, Marseille, France
Communication dans un congrès hal-01249097v1

Handling numerical data to evolve classification rules using a Multi-Objective Local Search

Maxence Vandromme , Julie Jacques , Julien Taillard , Clarisse Dhaenens , Laetitia Jourdan
Metaheuristics International Conference (MIC), Jun 2015, Agadir, Morocco. pp.10
Communication dans un congrès hal-01249092v1

$MO-Mine_{clust}$: A Framework for Multi-objective Clustering

Benjamin Fisset , Clarisse Dhaenens , Laetitia Jourdan
Learning and Intelligent Optimization - 9th International Conference, LION 9, Lille, France, January 12-15, 2015. Revised Selected Papers, 2015, Lille, France. pp.293--305, ⟨10.1007/978-3-319-19084-6_30⟩
Communication dans un congrès hal-01216489v1

DYNAMOP Applied to the Unit Commitment Problem

Sophie Jacquin , Laetitia Jourdan , El-Ghazali Talbi
LION, Jan 2015, Lille, France
Communication dans un congrès hal-01110448v1
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A Comparison of Decoding Strategies for the 0/1 Multi-objective Unit Commitment Problem

Sophie Jacquin , Lucien Mousin , Igor Machado , El-Ghazali Talbi , Laetitia Jourdan
EMO, Mar 2015, Guimaraes, Portugal
Communication dans un congrès hal-01110753v1

Neutral but a Winner! How Neutrality Helps Multiobjective Local Search Algorithms

Aymeric Blot , Hernan Aguirre , Clarisse Dhaenens , Laetitia Jourdan , Marie-Eléonore Marmion
Evolutionary Multi-Criterion Optimization - 8th International Conference, EMO 2015, Guimarães, Portugal, March 29 -April 1, 2015. Proceedings, Part I, 2015, Guimarães, Portugal. pp.34--47, ⟨10.1007/978-3-319-15934-8_3⟩
Communication dans un congrès hal-01216485v1

Dynamic Programming Based Metaheuristic for Energy Planning Problems

Sophie Jacquin , Laetitia Jourdan , El-Ghazali Talbi
evo, Apr 2014, Granada, Spain. pp.165--176
Communication dans un congrès hal-01096029v1

Multi-objective path relinking for bi-clustering: Application to microarray data

Khedidja Seridi , Laetitia Jourdan , El-Ghazali Talbi
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⟩
Communication dans un congrès hal-01107757v1

Une metaheuristique basée sur la programmation dynamique pour l'UCP

Sophie Jacquin , Laetitia Jourdan , El-Ghazali Talbi
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
Communication dans un congrès hal-00946437v1
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Dynamic Programming Based Metaheuristic for the Unit Commitment Problem

Sophie Jacquin , Laetitia Jourdan , El-Ghazali Talbi
META, Oct 2014, Marrakech, Morocco
Communication dans un congrès hal-01110444v1

Multi-objective path relinking for biclustering: application to microarray data

Khedidja Seridi , Laetitia Jourdan , El-Ghazali Talbi
EMO'2013 Evolutionary Multi-objective Optimization, Mar 2013, Sheffield, United Kingdom. pp.200-214
Communication dans un congrès hal-00837571v1

Multiobjective Path Relinking for Biclustering: Application to Microarray Data

Khedidja Seridi , Laetitia Jourdan , El-Ghazali Talbi
Evolutionary Multi-Criterion Optimization - 7th International Conference, EMO 2013, 2013, Sheffield, United Kingdom. pp.200-214
Communication dans un congrès hal-00825857v1
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MOCA-I: Discovering Rules and Guiding Decision Maker in the Context of Partial Classification in Large and Imbalanced Datasets

Julie Jacques , Julien Taillard , David Delerue , Laetitia Jourdan , Clarisse Dhaenens
Learning and Intelligent OptimizatioN Conference (LION 7), Jan 2013, Catania, Italy. pp.37-51
Communication dans un congrès hal-00806757v1
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Neutralité du problème de coloration de graphe

Marie-Eleonore Marmion , Aymeric Blot , Laetitia Jourdan , Clarisse Dhaenens
ROADEF 2013 : 14e congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2013, Troyes, France
Communication dans un congrès hal-00840361v1

The benefits of using multi-objectivization for mining Pittsburgh partial classification rules in imbalanced and discrete data

Julie Jacques , Julien Taillard , David Delerue , Laetitia Jourdan , Clarisse Dhaenens
Genetic and Evolutionary Computation Conference (GECCO 2013), Jul 2013, Amsterdam, Netherlands. pp.543-550
Communication dans un congrès hal-00806777v1

Neutrality in the Graph Coloring Problem

Marie-Eleonore Marmion , Aymeric Blot , Laetitia Jourdan , Clarisse Dhaenens
Learning and Intelligent OptimizatioN Conference, Jan 2013, Catania, Italy. pp.125--130
Communication dans un congrès hal-00919750v1
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Conception de recherche locale en présence de neutralité

Marie-Eleonore Marmion , Clarisse Dhaenens , Laetitia Jourdan , Arnaud Liefooghe , Sébastien Verel
ROADEF 2012 : 13e congrès de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Apr 2012, Angers, France
Communication dans un congrès hal-00840357v1

Parallel Hybrid Metaheuristic for Multi-objective Biclustering in Microarray Data

Khedidja Seridi , Laetitia Jourdan , El-Ghazali Talbi
IPDPSW 2012 - 26th IEEE International Parallel and Distributed Processing Symposium Workshops, May 2012, Shanghai, China. pp.625-633, ⟨10.1109/IPDPSW.2012.78⟩
Communication dans un congrès hal-00732450v1
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Multi-objective local search for mining Pittsburgh classification rules

Julie Jacques , Julien Taillard , David Delerue , Laetitia Jourdan , Clarisse Dhaenens
International Conference on Metaheuristics and Nature Inspired Computing, Oct 2012, Port El-Kantaoui, Tunisia
Communication dans un congrès hal-00749712v1

Hybrid metaheuristic for multi-objective biclustering in microarray data

Khedidja Seridi , Laetitia Jourdan , El-Ghazali Talbi
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⟩
Communication dans un congrès hal-00732459v1
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NILS: a Neutrality-based Iterated Local Search and its application to Flowshop Scheduling

Marie-Eleonore Marmion , Clarisse Dhaenens , Laetitia Jourdan , Arnaud Liefooghe , Sébastien Verel
11th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2011, Turino, Italy. pp.191--202
Communication dans un congrès hal-00563459v1
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Biomanycores, open-source parallel code for many-core bioinformatics

Mathieu Giraud , Stéphane Janot , Jean-Frédéric Berthelot , Charles Deltel , Laetitia Jourdan
Bioinformatics Open Source Conference (BOSC 2011), 2011, Vienne, Austria
Communication dans un congrès inria-00623390v1

Extension des critères d'inclusions dans les essais cliniques à l'aide de méthodes d'optimisation

Julie Jacques , David Delerue , Laetitia Jourdan , Clarisse Dhaenens
ROADEF 2011: 12e congrès annuel de la Société française de Recherche Opérationnelle et d'Aide à la Décision, Mar 2011, Saint-Étienne, France
Communication dans un congrès hal-00639523v1
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Analyzing the Effect of Objective Correlation on the Efficient Set of MNK-Landscapes

Sébastien Verel , Arnaud Liefooghe , Laetitia Jourdan , Clarisse Dhaenens
Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.116-130, ⟨10.1007/978-3-642-25566-3_9⟩
Communication dans un congrès hal-00550349v1
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On the Neutrality of Flowshop Scheduling Fitness Landscapes

Marie-Eleonore Marmion , Clarisse Dhaenens , Laetitia Jourdan , Arnaud Liefooghe , Sébastien Verel
Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.238--252, ⟨10.1007/978-3-642-25566-3_18⟩
Communication dans un congrès hal-00550356v1

biomanycores.org: a repository of interoperable open-source code for many-core bioinformatics

Jean-Frédéric Berthelot , Charles Deltel , Mathieu Giraud , Stéphane Janot , Laetitia Jourdan
JOBIM 2011, Jul 2011, Paris, France
Communication dans un congrès hal-00637847v1
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On the Effect of Connectedness for Biobjective Multiple and Long Path Problems

Sébastien Verel , Arnaud Liefooghe , Jérémie Humeau , Laetitia Jourdan , Clarisse Dhaenens
Learning and Intelligent OptimizatioN Conference (LION 5), Jan 2011, Rome, Italy. pp.31--45
Communication dans un congrès hal-00550353v1
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Pareto Local Optima of Multiobjective NK-Landscapes with Correlated Objectives

Sébastien Verel , Arnaud Liefooghe , Laetitia Jourdan , Clarisse Dhaenens
11th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2011, Turino, Italy. pp.226--237
Communication dans un congrès hal-00563460v1

Multi-objective evolutionary algorithm for bi-clustering in microarrays data

Khedidja Seridi , Laetitia Jourdan , El-Ghazali Talbi
IEEE CEC Congress on Evolutionary Computation, Jun 2011, New Orleans, United States. pp.2593-2599
Communication dans un congrès hal-00837560v1
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The Road to VEGAS: Guiding the Search over Neutral Networks

Marie-Eleonore Marmion , Clarisse Dhaenens , Laetitia Jourdan , Arnaud Liefooghe , Sébastien Verel
Genetic And Evolutionary Computation Conference, Jun 2011, Dublin, Ireland. pp.1979--1986, ⟨10.1145/2001576.2001842⟩
Communication dans un congrès hal-00579990v1

Variable neighborhood search in dynamic vehicle routing

Briseida Sarasola , Mostepha Redouane Khouadjia , Enrique Alba , Laetitia Jourdan , El-Ghazali Talbi
EvoApplications'2011 Application of Evolutionary Computation, LNCS N.6624, Apr 2011, Torino, Italy. pp.344-353
Communication dans un congrès hal-00837562v1

Multi-environment cooperative parallel metaheuristics for solving dynamic optimization problems

Mostepha Redouane Khouadjia , Briseida Sarasola , Enrique Alba , Laetitia Jourdan , El-Ghazali Talbi
IEEE NIDISC Workshop on Nature Inspired Computing, Apr 2011, Anchorage, United States. pp.395-403
Communication dans un congrès hal-00837564v1
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Une nouvelle mesure de distance pour l'ACVRP

Marie-Eleonore Marmion , Laetitia Jourdan , Clarisse Dhaenens
ROADEF 2010 : 11e congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Feb 2010, Toulouse, France
Communication dans un congrès inria-00523046v1
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On Optimizing a Demand Responsive Transport with an Evolutionary Multi-Objective Approach

Rémy Chevrier , Arnaud Liefooghe , Laetitia Jourdan , Clarisse Dhaenens
IEEE Intelligent Transportation Systems Conference, 2010, Madeira, Portugal. pp.575--580
Communication dans un congrès hal-00469418v2

Adaptive Particle Swarm for Solving the Dynamic Vehicle Routing Problem

Mostepha Redouane Khouadjia , Laetitia Jourdan , El-Ghazali Talbi
ACS/IEEE International Conference on Computer Systems and Applications (AICCSA), May 2010, Tunisia. pp.10.1109/AICCSA.2010.5587049
Communication dans un congrès hal-00525446v1

Combinatorial optimization in Bioinformatics

Clarisse Dhaenens , Laetitia Jourdan
PRIB 2010, 5th IAPR International Conference on Pattern Recognition in Bioinformatics, Sep 2010, Nijmegen, Netherlands
Communication dans un congrès hal-00835042v1
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Set-based Multiobjective Fitness Landscapes: definition, properties

Sébastien Verel , Clarisse Dhaenens , Laetitia Jourdan , Arnaud Liefooghe
4th Workshop on Theory of Randomized Search Heuristics, Mar 2010, Paris, France
Communication dans un congrès hal-00460442v1

Multi-Swarm optimization for dynamic combinatorial problems: A case study on dynamic vehicle routing problem

Mostepha Redouane Khouadjia , Enrique Alba , Laetitia Jourdan , El-Ghazali Talbi
Ants 2010: Seventh International Conference on Swarm Intelligence, Sep 2010, Bruxelles, Belgium. pp.227-238, ⟨10.1007/978-3-642-15461-4_20⟩
Communication dans un congrès hal-00690620v1

A Parallel Multi-Objective Evolutionary Algorithm for Phylogenetic Inference

Waldo Cancino , Laetitia Jourdan , El-Ghazali Talbi , Alexandre Delbem
Learning and Intelligent Optimization LION 4, LNCS No.3410, 2010, Venise, Italy. pp.196-199, ⟨10.1007/978-3-642-13800-3_17⟩
Communication dans un congrès inria-00522658v1

A Fitness Landscape Analysis for the Permutation Flowshop Scheduling Problem

Marie-Eleonore Marmion , Clarisse Dhaenens , Laetitia Jourdan
International Conference on Metaheuristics and Nature Inspired Computing (META 2010), Oct 2010, Djerba, Tunisia
Communication dans un congrès inria-00523213v1

On Optimizing a Demand Responsive Transport with an Evolutionary Multiobjective Approach

Rémy Chevrier , Arnaud Liefooghe , Laetitia Jourdan , Clarisse Dhaenens
ITSC 2010 - 13th International IEEE Conference on Intelligent Transport Systems, Sep 2010, Madeire, Portugal. ⟨10.1109/ITSC.2010.5625025⟩
Communication dans un congrès inria-00523230v1

Variable Genetic Operator Search for the Molecular Docking Problem

Salma Mesmoudi , Jorge Tavares , Laetitia Jourdan , El-Ghazali Talbi
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⟩
Communication dans un congrès inria-00522636v1

Comparison of Neighborhood for the HFF-AVRP

Marie-Eleonore Marmion , Laetitia Jourdan , Clarisse Dhaenens
IEEE International Conference on Computer Systems and Applications (AICCSA 2010 workshop), May 2010, Hammamet, Tunisia
Communication dans un congrès inria-00523052v1

Using multiobjective metaheuristics to solve VRP with uncertain demands

Dalia Sulieman , Laetitia Jourdan , El-Ghazali Talbi
Evolutionary Computation, Jul 2010, Barcelona, Spain. pp.1 -8, ⟨10.1109/CEC.2010.5586538⟩
Communication dans un congrès inria-00522632v1

Parallel Multi-Objective Approaches for Inferring Phylogenies

Waldo Cancino , Laetitia Jourdan , El-Ghazali Talbi , Alexandre Delbem
EvoBIO, 2010, Istanbul, Turkey. pp.26-37
Communication dans un congrès inria-00522639v1
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Indicator-based approaches for multiobjective optimization in uncertain environments: An application to multiobjective scheduling with stochastic processing times

Arnaud Liefooghe , Laetitia Jourdan , El-Ghazali Talbi
URPDM 2010 - 25th Mini-EURO Conference: Uncertainty and Robustness in Planning and Decision Making, Apr 2010, Coimbra, Portugal
Communication dans un congrès hal-00523181v1
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A unified model for evolutionary multi-objective optimization and its implementation in a general purpose software framework

Arnaud Liefooghe , Laetitia Jourdan , El-Ghazali Talbi
IEEE Symposium on Computational intelligence in Multi-Criteria Decision-Making (IEEE~MCDM 2009), Mar 2009, Nashville, United States. pp.88-95, ⟨10.1109/SSCI.2016.7850229⟩
Communication dans un congrès hal-00763710v1
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A Study on Dominance-Based Local Search Approaches for Multiobjective Combinatorial Optimization

Arnaud Liefooghe , Salma Mesmoudi , Jérémie Humeau , Laetitia Jourdan , El-Ghazali Talbi
SLS 2009 - 2nd International Workshop on Engineering Stochastic Local Search Algorithms: Designing, Implementing and Analyzing Effective Heuristics, Sep 2009, Brussels, Belgium. pp.120-124, ⟨10.1007/978-3-642-03751-1_11⟩
Communication dans un congrès hal-00763711v1
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Metaheuristics for the Bi-objective Ring Star Problem

Arnaud Liefooghe , Laetitia Jourdan , Matthieu Basseur , El-Ghazali Talbi , Edmund K. Burke
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⟩
Communication dans un congrès inria-00269978v1
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Parallel multi-objective algorithms for the molecular docking problem

Jean-Charles Boisson , Laetitia Jourdan , El-Ghazali Talbi , Dragos Horvath
Computational Intelligence in Bioinformatics and Bioengineering (CIBCB08), Sep 2008, Sun Valley, United States
Communication dans un congrès inria-00336578v1
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On the Integration of a TSP Heuristic into an EA for the Bi-objective Ring Star Problem

Arnaud Liefooghe , Laetitia Jourdan , Nicolas Jozefowiez , El-Ghazali Talbi
International Workshop on Hybrid Metaheuristics (HM 2008), 2008, Malaga, Spain. pp.117--130, ⟨10.1007/978-3-540-88439-2_9⟩
Communication dans un congrès inria-00326372v1

Comparison of population based metaheuristics for feature selection: Application to microarray data classification

El-Ghazali Talbi , Laetitia Jourdan , José Garcia-Nieto , Enrique Alba
AICCSA'2008 IEEE/ACS International Conference on Computer Systems and Applications, Nov 2008, Doha, Qatar. pp.45-52
Communication dans un congrès hal-00837520v1
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Gene Selection in Cancer Classification using GPSO/SVM and GA/SVM Hybrid Algorithms

Enrique Alba , José Garcia-Nieto , Laetitia Jourdan , El-Ghazali Talbi
Congress on Evolutionary Computation, Sep 2007, Singapor, Singapore
Communication dans un congrès inria-00269967v1
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Combinatorial Optimization of Stochastic Multi-objective Problems: an Application to the Flow-shop Scheduling Problem

Arnaud Liefooghe , Matthieu Basseur , Laetitia Jourdan , El-Ghazali Talbi
Evolutionary Multi-criterion Optimization (EMO 2007), Feb 2007, Matsushima, Japan. pp.457--471, ⟨10.1007/978-3-540-70928-2_36⟩
Communication dans un congrès inria-00269974v1
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ParadisEO-MOEO: A Framework for Evolutionary Multi-objective Optimization

Arnaud Liefooghe , Matthieu Basseur , Laetitia Jourdan , El-Ghazali Talbi
Evolutionary Multi-Criterion Optimization (EMO 2007), Feb 2007, Matsushima, Japan. pp.386-400, ⟨10.1007/978-3-540-70928-2_31⟩
Communication dans un congrès inria-00269972v1
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Protein Sequencing with an Adaptive Genetic Algorithm from Tandem Mass Spectrometry

Jean-Charles Boisson , Laetitia Jourdan , El-Ghazali Talbi , Christian Rolando
CEC 2006, Jul 2006, Vancouver, Canada
Communication dans un congrès inria-00270874v1
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Using Datamining Techniques to Help Metaheuristics: A Short Survey

Laetitia Jourdan , Clarisse Dhaenens , El-Ghazali Talbi
Hybrid Metaheuristics, 2006, Gan Canarian, France. pp.57--69
Communication dans un congrès inria-00269969v1
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A Preliminary Work on Evolutionary Identification of Protein Variants and New Proteins on Grids

Jean-Charles Boisson , Laetitia Jourdan , El-Ghazali Talbi , Christian Rolando
AINA 2006, HIPCOMB Workshop, Apr 2006, Vienne, Austria
Communication dans un congrès inria-00270867v1
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Preliminary Investigation of the `Learnable Evolution Model' for Faster/Better Multiobjective Water Systems Design

Laetitia Jourdan , David Corne , David W. Corne , Dragan Savic , Godfrey A. Walters
Third International Conference on Evolutionary Multi-Criterion Optimization, Mar 2006, Guanajuato/ México
Communication dans un congrès inria-00001170v1
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Clustering Nominal and Numerical Data: A New Distance Concept for a Hybrid Genetic Algorithm

Laetitia Jourdan , Clarisse Dhaenens , El-Ghazali Talbi
Evolutionary Computation in Combinatorial Optimization -- {EvoCOP}~2004, Apr 2004, Coimbra, Portugal, pp.220--229
Communication dans un congrès inria-00001183v1
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A Parallel Adaptive GA for Linkage Disequilibrium in Genomics.

Laetitia Jourdan , Clarisse Dhaenens , El-Ghazali Talbi
IPDPS, Apr 2004, Santa Fe, USA
Communication dans un congrès inria-00001182v1
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Rules extraction in linkage disequilibrium mapping with an adaptive genetic algorithm

Laetitia Jourdan , Clarisse Dhaenens , El-Ghazali Talbi
European Conference on Computational Biology (ECCB) 2003, Apr 2003, Essex, England, pp.29--32
Communication dans un congrès inria-00001184v1

Knowledge Discovery in Bioinformatics

Julie Hamon , Julie Jacques , Laetitia Jourdan , Clarisse Dhaenens
Springer Handbook of Computational Intelligence, pp.1211--1223, 2015, ⟨10.1007/978-3-662-43505-2_61⟩
Chapitre d'ouvrage hal-01216511v1

Multi-Objective Combinatorial Optimization: Problematic and Context

Carlos Coello Coello , Clarisse Dhaenens , Laetitia Jourdan
Coello Dhaenens Jourdan. Advances in Multi-Objective Nature Inspired Computing, Springer, pp.1-21, 2010
Chapitre d'ouvrage inria-00522739v1
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ParadisEO-MOEO: A Software Framework for Evolutionary Multi-Objective Optimization

Arnaud Liefooghe , Laetitia Jourdan , Thomas Legrand , Jérémie Humeau , El-Ghazali Talbi
Advances in Multi-Objective Nature Inspired Computing, Springer Berlin / Heidelberg, pp.87-117, 2010, ⟨10.1007/978-3-642-11218-8_5⟩
Chapitre d'ouvrage hal-00522623v1
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Métaheuristiques pour l'extraction de connaissances: Application à la génomique

Laetitia Jourdan
Autre [cs.OH]. Université des Sciences et Technologie de Lille - Lille I, 2003. Français. ⟨NNT : ⟩
Thèse tel-00007983v1
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Métaheuristiques Coopératives : du déterministe au stochastique

Laetitia Jourdan
Modélisation et simulation. Université des Sciences et Technologie de Lille - Lille I, 2010
HDR tel-00523274v1