Publications

Actuellement, 43 publications sont répertoriées sur HAL.

2025

  • Wei Wang, Jialong Shi, Jianyong Sun, Arnaud Liefooghe, Qingfu Zhang. A new parallel cooperative landscape smoothing algorithm and its applications on TSP and UBQP. Expert Systems with Applications, 2025, 263, pp.125611. ⟨10.1016/j.eswa.2024.125611⟩. ⟨hal-04867290⟩.
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  • Matthieu Puigt, Benjamin Bigot, Hélène Devulder. Introducing the "Cockpit Party Problem": Blind Source Separation Enhances Aircraft Cockpit Speech Transcription. Journal of the Audio Engineering Society, 2025, 73 (1/2), pp.43-53. ⟨10.17743/jaes.2022.0189⟩. ⟨hal-04666683⟩.
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  • Marie Lefelle, Mouny Samy Modeliar. Improving care interactions (and training) in nursing homes with artificial intelligence. GeroScience, 2025, ⟨10.1007/s11357-025-01557-1⟩. ⟨hal-04966472⟩.
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  • Arnaud Liefooghe, Gabriela Ochoa, Sébastien Verel. LON/D — Sub-problem landscape analysis in decomposition-based multi-objective decomposition. EvoCOP 2025 - 25th European Conference on Evolutionary Computation in Combinatorial Optimization, Apr 2025, Trieste, Italy. pp.133-149, ⟨10.1007/978-3-031-86849-8_9⟩. ⟨hal-05012193⟩.
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  • Chedly Ben Azizi, Claire Guilloteau, Gilles Roussel, Matthieu Puigt. Approche couplée VAE et interpolateur pour l'émulation rapide d'images hyperspectrales. CNRIUT'2025 - Congrès National de la Recherche des IUT, IUT de Bayonne et du Pays Basque, Mar 2025, Bayonne, France. ⟨hal-04861735⟩.
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  • Jonathan E. Fieldsend, Arnaud Liefooghe, Katherine M. Malan, Sébastien Verel. Local optima networks for constrained search spaces. GECCO 2025 – Genetic and Evolutionary Computation Conference, Jul 2025, Malaga, Spain. pp.204-212, ⟨10.1145/3712256.3726303⟩. ⟨hal-05022611⟩.
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  • Mohammad Choaib, Moncef Garouani, Mourad Mohamed Bouneffa, Adeel Ahmad. IoT-AID: Leveraging XAI for Conversational Recommendations in Cyber-Physical Systems. 27th International Conference on Enterprise Information Systems, INSTICC : Institute for Systems and Technologies of Information, Control and Communication, Apr 2025, Porto, Portugal. pp.671-679, ⟨10.5220/0013497100003929⟩. ⟨hal-05068872⟩.
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  • Chedly Ben Azizi, Claire Guilloteau, Gilles Roussel, Matthieu Puigt. Coupled VAE and interpolator approach for fast hyperspectral image emulation. Living Planet Symposium, Jun 2025, Vienna (AUSTRIA), Austria. ⟨hal-05107247⟩.
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  • Brahim Aboutaib, Sébastien Verel, Cyril Fonlupt, Bilel Derbel, Arnaud Liefooghe, et al.. On stochastic operators, fitness landscapes, and optimization heuristics performances. Evolutionary Computation, 2025, In Special Collection: CogNet, pp.1-26. ⟨10.1162/evco.a.24⟩. ⟨hal-05202575⟩.
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  • Valentin Vendi, Sébastien Verel, Cyril Fonlupt. Spectral Walsh analysis and surrogate-assisted optimization: example of the bus stops spacing problem. GECCO '25 Companion: Genetic and Evolutionary Computation Conference Companion, Jul 2025, Malaga, Spain. pp.247-250, ⟨10.1145/3712255.3726596⟩. ⟨hal-05215156⟩.
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  • Gabriela Ochoa, Hernán Aguirre, Arnaud Liefooghe, Sébastien Verel. Scaling Up Pareto Local Optimal Solutions Networks: Modelling Multi-objective Landscapes. 17th International Conference on Evolutionary Computation Theory and Applications (ECTA), INSTICC : Institute for Systems and Technologies of Information, Control and Communication, Oct 2025, Marbella, Spain. ⟨hal-05215230⟩.
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  • Chedly Ben Azizi, Claire Guilloteau, Gilles Roussel, Matthieu Puigt. Approche couplée VAE et interpolateur pour l'émulation rapide d'images hyperspectrales. XXXe Colloque Francophone de Traitement du Signal et des Images (GRETSI 2025), ICube, Aug 2025, Strasbourg, France. 4 p. ⟨hal-05129862⟩.
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  • Duc Anh Le, Stéphanie Roussel, Christophe Lecoutre. Aircraft Resource-Constrained Assembly Line Balancing with Learning Effect : a Constraint Programming Approach. CP 2025 - 31rst International Conference on Principles and Practice of Constraint Programming, Aug 2025, Glasgow, United Kingdom. ⟨10.57745/EBDN5W[25]⟩. ⟨hal-05235135⟩.
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  • Duc Anh Le, Stéphanie Roussel, Christophe Lecoutre. Équilibrage de ligne d'assemblage aéronautique sous contrainte de ressources avec effet d'apprentissage : une approche de programmation par contraintes. PFIA 2025 - 20es Journées Francophones de Programmation par Contraintes, Association Française de Programmation par Contraintes, Jun 2025, Dijon, France. ⟨hal-05265385⟩.
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2024

  • Sébastien Verel, Sarah Thomson, Omar Rifki. Where the Really Hard Quadratic Assignment Problems Are: the QAP-SAT instances. 24th European Conference on Evolutionary Computation in Combinatorial Optimisation (evoCOP), Apr 2024, Aberystwyth, United Kingdom. pp.129-145. ⟨hal-04489201⟩.
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  • Valentin Vendi, Sébastien Verel, Cyril Fonlupt. Sparse Surrogate Model for Optimization: Example of the Bus Stops Spacing Problem. Evolutionary Computation in Combinatorial Optimization Conference (evoCOP), Apr 2024, Aberystwyth, Wales, United Kingdom. ⟨hal-04502943⟩.
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  • Iván Peña-Arenas, Rym Nesrine Guibadj, Cyril Fonlupt. An hybrid approach based on Graph Attention Network for the Team Orienteering Problem.. OLA 2024 International Conference on Optimization and Learning, Rochester Institute of Technology - RIT, May 2024, Dubrovnik, Croatia. ⟨hal-04510551⟩.
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  • Moncef Garouani, Mourad Mohamed Bouneffa. Automated machine learning hyperparameters tuning through meta-guided Bayesian optimization. Progress in Artificial Intelligence, 2024, Special Issue on Smart Applications and Data Analysis for Smart Cyber-Physical Systems, 12 p. ⟨10.1007/s13748-023-00311-y⟩. ⟨hal-04573617⟩.
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  • Mohammad Choaib, Moncef Garouani, Mourad Mohamed Bouneffa, Nicolas Waldhoff, Yasser Mohanna. IoT-AID: An Automated Decision Support Framework for IoT. SN Computer Science, 2024, 5 (4), pp.article 429. ⟨10.1007/s42979-024-02780-x⟩. ⟨hal-04573620⟩.
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  • Mohammad Choaib, Moncef Garouani, Mourad Bouneffa, Yasser Mohanna. IoT Sensor Selection in Cyber-Physical Systems: Leveraging Large Language Models as Recommender Systems. 10th International Conference on Control, Decision and Information Technologies (CoDIT 2024), Jul 2024, Valletta, Malta. pp.2516-2519, ⟨10.1109/CoDIT62066.2024.10708357⟩. ⟨hal-04599507⟩.
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  • Kinan Abbas, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. Locally-Rank-One-Based Joint Unmixing and Demosaicing Methods for Snapshot Spectral Images. Part I: a Matrix-Completion Framework. IEEE Transactions on Computational Imaging, 2024, 10, pp.848 - 862. ⟨10.1109/TCI.2024.3402322⟩. ⟨hal-04568404⟩.
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  • Olivier Goudet, Adrien Goëffon, Frédéric Saubion, Sébastien Verel. Emergence of Strategies for Univariate Estimation-of-Distribution Algorithms with Evolved Neural Networks. GECCO '24 Companion: Genetic and Evolutionary Computation Conference Companion, Jul 2024, Melbourne VIC Australia, France. pp.195-198, ⟨10.1145/3638530.3654319⟩. ⟨hal-04672486⟩.
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  • Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski. PyXAI: An XAI Library for Tree-Based Models. The 33rd International Joint Conference on Artificial Intelligence, Aug 2024, Jeju Island (South Korea), South Korea. pp.8601-8605. ⟨hal-04680394⟩.
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  • Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski. Deriving Provably Correct Explanations for Decision Trees: The Impact of Domain Theories. The 33rd International Joint Conference on Artificial Intelligence, Aug 2024, Jeju Island (South Korea), South Korea. pp.3688-3696. ⟨hal-04680413⟩.
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  • Gilles Audemard, Jean-Marie Lagniez, Pierre Marquis, Nicolas Szczepanski. On the Computation of Example-Based Abductive Explanations for Random Forests. The 33rd International Joint Conference on Artificial Intelligence, Aug 2024, Jeju Island (South Korea), South Korea. pp.3679-3687. ⟨hal-04680422⟩.
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  • Gábor Orosz, Laura Faragó, Benedek Paskuj, Zsófia Rakovics, Diane Sam-Mine, et al.. Softly empowering a prosocial expert in the family: lasting effects of a counter-misinformation intervention in an informational autocracy. Scientific Reports, 2024, 14 (1), pp.11763. ⟨10.1038/s41598-024-61232-x⟩. ⟨hal-04655472⟩.
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  • Gabriela Ochoa, Arnaud Liefooghe, Sébastien Verel. Funnels in multi-objective fitness landscapes. PPSN 2024 – Parallel Problem Solving from Nature, Sep 2024, Hagenberg, Austria. pp.343-359, ⟨10.1007/978-3-031-70055-2_21⟩. ⟨hal-04692819⟩.
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  • Arnaud Liefooghe, Ryoji Tanabe, Sébastien Verel. Contrasting the landscapes of feature selection under different machine learning models. PPSN 2024 – Parallel Problem Solving from Nature, Sep 2024, Hagenberg, Austria. pp.360-376, ⟨10.1007/978-3-031-70055-2_22⟩. ⟨hal-04692860⟩.
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  • Shoichiro Tanaka, Gabriela Ochoa, Arnaud Liefooghe, Keiki Takadama, Hiroyuki Sato. Approximating Pareto local optimal solution networks. GECCO 2024 – Genetic and Evolutionary Computation Conference, Jul 2024, Melbourne, Australia. pp.603-611, ⟨10.1145/3638529.3653999⟩. ⟨hal-04692950⟩.
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  • Shoichiro Tanaka, Arnaud Liefooghe, Keiki Takadama, Hiroyuki Sato. Designing helper objectives in multi-objectivization. CEC 2024 – IEEE Congress on Evolutionary Computation, Jun 2024, Yokohama, Japan. pp.1-8, ⟨10.1109/CEC60901.2024.10612125⟩. ⟨hal-04692939⟩.
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  • Wei Wang, Jialong Shi, Jianyong Sun, Arnaud Liefooghe, Qingfu Zhang, et al.. On the effects of smoothing rugged landscape by different toy problems: A case study on UBQP. CEC 2024 – IEEE Congress on Evolutionary Computation, Jun 2024, Yokohama, Japan. pp.1-8, ⟨10.1109/CEC60901.2024.10612165⟩. ⟨hal-04692908⟩.
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  • Matthieu Basseur, Arnaud Liefooghe, Sara Tari. MOW-P: A simple yet efficient partial neighborhood walk for multiobjective optimization. CEC 2024 – IEEE Congress on Evolutionary Computation, Jun 2024, Yokohama, Japan. pp.1-8, ⟨10.1109/CEC60901.2024.10611767⟩. ⟨hal-04692916⟩.
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  • Farouk Yahaya, Matthieu Puigt, Gilles Delmaire, Gilles Roussel. A Framework for Compressed Weighted Nonnegative Matrix Factorization. IEEE Transactions on Signal Processing, 2024, 72, pp.4798-4811. ⟨10.1109/TSP.2024.3469830⟩. ⟨hal-04706788⟩.
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  • Erick Adje, Gilles Delmaire, Arnaud Ahouandjinou, Matthieu Puigt, Gilles Roussel. Towards Automatic Butterfly Species Recognition Using a Single Spatio-Hyperspectral Image. 32nd European Signal Processing Conference (EUSIPCO'24), Aug 2024, Lyon, France. pp.1252-1256, ⟨10.23919/EUSIPCO63174.2024.10715406⟩. ⟨hal-04605762⟩.
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  • Chedly Ben Azizi, Claire Guilloteau, Gilles Roussel, Matthieu Puigt. VAE-based Emulator for Fast Hyperspectral Image Generation. 3RD WORKSHOP ON INTERNATIONAL COOPERATION IN SPACEBORNE IMAGING SPECTROSCOPY – Hyperspectral 2024, ESA, Nov 2024, Noordwijk ( Pays-Bas ), Netherlands. ⟨hal-04719825⟩.
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  • Ibrahim El Baraghi, Omar Rifki, Hamid Allaoui. Solving the collaborative vehicle routing problem via multi-agent deep reinforcement learning. Second workshop IA et Optimisation, Jun 2024, Calais, France. ⟨hal-04763620⟩.
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  • Duc Anh Le, Stéphanie Roussel, Christophe Lecoutre, Anouck Chan. Learning Effect and Compound Activities in High Multiplicity RCPSP: Application to Satellite Production. CP 2024, Sep 2024, Gérone, Spain. ⟨10.4230/LIPIcs.CP.2024.18⟩. ⟨hal-04780905⟩.
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  • Chedly Ben Azizi, Claire Guilloteau, Gilles Roussel, Matthieu Puigt. Coupled VAE and Interpolator approach for Fast Hyperspectral Image Emulation. 14th Workshop on Hyperspectral Images and Signal Processing: Evolution in Remote Sensing - WHISPERS, Dec 2024, Helsinki, Finland. pp.1-5, ⟨10.1109/WHISPERS65427.2024.10876458⟩. ⟨hal-04772033⟩.
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2023

  • Erick Adje, Arnaud Ahouandjinou, Gilles Delmaire, Gilles Roussel, Ratheil Houndji. Advancements in Video-Based Insect Tracking: A Bibliometric Analysis to A Short Survey. 7th International Conference on Advances in Image Processing (ICAIP'23), Nov 2023, Beijing, China. pp.75-82, ⟨10.1145/3635118.3635130⟩. ⟨hal-04597460⟩.
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2022

  • Mouny Samy Modeliar, Marie Lefelle. Réseaux de neurones et interactions en EHPAD. Traduire l’oralité à l’ère de l’intelligence artificielle (TROL), Dec 2022, Turin, France. ⟨hal-05002789⟩.
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