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Data Exchange Topologies for the DISCO-HITS Algorithm to Solve the QAP

Omar Abdelkafi , Lhassane Idoumghar , Julien Lepagnot
International Conference on Swarm Intelligence Based Optimization, Jun 2016, Mulhouse, France
Communication dans un congrès hal-01665274v1
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Deep learning for time series classification: a review

Hassan Ismail Fawaz , Germain Forestier , Jonathan Weber , Lhassane Idoumghar , Pierre-Alain Muller
Data Mining and Knowledge Discovery, 2019, 33 (4), pp.917-963. ⟨10.1007/s10618-019-00619-1⟩
Article dans une revue hal-02365025v2

Parallel hybrid ant colony optimization on GPU to solve travelling salesman problem

Omar Abdelkafi , Julien Lepagnot , Lhassane Idoumghar
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-00946459v1

Une Nouvelle Approche Hybride pour Résoudre le Problème d'Allocation de Fréquences

Lhassane Idoumghar , Miguel Alabau , René Schott
13ème Congrès Francophone AFRIF-AFIA de Reconnaissance des Formes et Intelligence Artificielle - RFIA'2002, Jan 2002, Angers, France, pp.241-248
Communication dans un congrès inria-00100745v1
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Hybrid differential evolution algorithms for the optimal camera placement problem

Mathieu Brevilliers , Julien Lepagnot , Lhassane Idoumghar , Maher Rebai , Julien Kritter
Journal of Systems and Information Technology, 2018, 20 (4), pp.446-467. ⟨10.1108/JSIT-09-2017-0081⟩
Article dans une revue hal-03504261v1
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Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks

Hassan Ismail Fawaz , Germain Forestier , Jonathan Weber , Lhassane Idoumghar , Pierre-Alain Muller
International Journal of Computer Assisted Radiology and Surgery, 2019, 14 (9), pp.1611-1617. ⟨10.1007/s11548-019-02039-4⟩
Article dans une revue hal-02434381v1
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A Survey of Artificial Intelligence Based WSNs Deployment Techniques and Related Objectives Modeling

Khaoula Zaimen , Mohamed-El-Amine Brahmia , Laurent Moalic , Abdelhafid Abouaissa , Lhassane Idoumghar
IEEE Access, 2022, 10, pp.113294 - 113329. ⟨10.1109/access.2022.3217200⟩
Article dans une revue hal-04065395v1

A GPU-based parallel neighborhood evaluation for ITSSD

Omar Abdelkafi , Lhassane Idoumghar , Julien Lepagnot , Mathieu Brévillers
12th International Conference "Evolution Artificielle", EA (2015-10-26, 2015-10-28), Oct 2015, Lyon, France
Communication dans un congrès hal-04227691v1

A New Hybrid Metaheuristic for the Multi-objective Frequency Assignment Problem in Broadcasting

Akram Bedoui , Philippe Debreux , Lhassane Idoumghar , René Schott , Thierry Schott
International Conference « Engineering and Applied Sciences Optimization » (2014-06-04, 2014-06-06), Jun 2014, Kos Island, Greece
Communication dans un congrès hal-04228993v1
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Connectivity Repair Heuristics for Stationary Wireless Sensor Networks

Khaoula Zaimen , Laurent Moalic , Mohamed-El-Amine Brahmia , Abdelhafid Abouaissa , Lhassane Idoumghar
IEEE International Conference on Communications, May 2023, Rome, Italy. pp.4804-4809, ⟨10.1109/ICC45041.2023.10278851⟩
Communication dans un congrès hal-04065704v1

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

Soheila Ghambari , Mahmoud Golabi , Julien Lepagnot , Mathieu Brevilliers , Laetitia Jourdan , et al.
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

A Survey on the Metaheuristics Applied to QAP for the Graphics Processing Units

Omar Abdelkafi , Lhassane Idoumghar , Julien Lepagnot
Parallel Processing Letters, 2016, 26 (03), ⟨10.1142/S0129626416500134⟩
Article dans une revue hal-01665057v1
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Automated Machine Learning for Information Retrieval in Scientific Articles

Hojjat Rakhshani , Bastien Latard , Mathieu Brevilliers , Jonathan Weber , Julien Lepagnot , et al.
IEEE Congress on Evolutionary Computation (CEC), Jul 2020, Glasgow, United Kingdom. ⟨10.1109/CEC48606.2020.9185893⟩
Communication dans un congrès hal-03714819v1

From Feature Selection to Continuous Optimization

Hojjat Rakhshani , Lhassane Idoumghar , Julien Lepagnot , Mathieu Brevilliers
14th International Conference, Évolution Artificielle, EA 2019, Mulhouse, France, October 29–30, 2019, Revised Selected Papers, Oct 2019, Mulhouse, France. pp.1-12, ⟨10.1007/978-3-030-45715-0_1⟩
Communication dans un congrès hal-04080456v1

Reduction of Energy Consumption in Embedded Systems: A Hybrid Evolutionary Algorithm

Maha Idrissi Aouad , Lhassane Idoumghar , René Schott , Olivier Zendra
META'10 - 3rd International Conference on Metaheuristics and Nature Inspired Computing, Oct 2010, Djerba, Tunisia
Communication dans un congrès inria-00524975v1

A novel hybrid evolutionary algorithm for multi-modal function optimization and engineering applications

Lhassane Idoumghar , Mohamed Melkemi , René Schott
13th IASTED International Conference on Artificial Intelligence and Soft Computing - ASC 2009, Sep 2009, Palma de Mallorca, Spain. pp.87-93
Communication dans un congrès hal-00431693v1

A novel harmony search algorithm and its application to data clustering

Kazem Talaei , Amin Rahati , Lhassane Idoumghar
Applied Soft Computing, 2020, 92, pp.106273. ⟨10.1016/j.asoc.2020.106273⟩
Article dans une revue hal-03556290v1

An Efficient Hadoop-Based Framework for Data Storage and Fault Recovering in Large-Scale Multimedia Sensor Networks

Ghina Saad , Hassan Harb , Abdelhafid Abouaiss , Lhassane Idoumghar , Nour Charara
2020 International Wireless Communications and Mobile Computing (IWCMC), Jun 2020, Limassol, Cyprus. ⟨10.1109/IWCMC48107.2020.9148227⟩
Communication dans un congrès hal-03708094v1
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Algorithmes hybrides pour la gestion intelligente de l'énergie dans les smart grids

Robin Roche , Lhassane Idoumghar , Benjamin Blunier , Abdelkader Miraoui
Journées Francophones sur la planification, la décision et l'apprentissage pour le contrôle des systèmes - JFPDA 2012, May 2012, Villers-lès-Nancy, France. 14 p
Communication dans un congrès hal-00736236v1

U-Net feature fusion for multi-class semantic segmentation of urban fabrics from Sentinel-2 imagery: an application on Grand Est Region, France

Romain Wenger , Anne Puissant , Jonathan Weber , Lhassane Idoumghar , Germain Forestier
International Journal of Remote Sensing, 2022, 43 (6), pp.1983-2011. ⟨10.1080/01431161.2022.2054295⟩
Article dans une revue hal-03638200v1
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Automatic hyperparameter selection in Autodock

Hojjat Rakhshani , Lhassane Idoumghar , Julien Lepagnot , Mathieu Brévilliers , Edward Keedwell
2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Dec 2018, Madrid, Spain. ⟨10.1109/BIBM.2018.8621172⟩
Communication dans un congrès hal-04151443v1

A Hybrid Differential Evolution Algorithm for Real World Problems

Mokhtar Essaid , Lhassane Idoumghar , Julien Lepagnot , Mathieu Brévilliers , Daniel Foderean
2018 IEEE Congress on Evolutionary Computation (CEC), Jul 2018, Rio de Janeiro, Brazil. pp.2341-2347, ⟨10.1109/CEC.2018.8477965⟩
Communication dans un congrès hal-04151454v1
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Backtracking Search Optimization for Collaborative Beamforming in Wireless Sensor Networks

N.N. Ahmad Nazri , N.N. Nik Abd Malik , Lhassane Idoumghar , N.M. Abdul Latiff , S. Ali
TELKOMNIKA (Telecommunication Computing Electronics and Control), 2018, 16 (4), pp.1801. ⟨10.12928/telkomnika.v16i4.9058⟩
Article dans une revue hal-03498257v1

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

Using Markov Decision Processes to Solve the Frequency Assignment Problem

Jean-Yves Greff , Lhassane Idoumghar , René Schott
20th IASTED International conference on Artificial Intelligence and Soft Computing - ASC'2002, IASTED, 2002, Banff, Canada, 6 p
Communication dans un congrès inria-00100744v1

An improved adaptive differential evolution optimizer for non-convex Economic Dispatch Problems

Mounira Hamdi , Lhassane Idoumghar , Mondher Chaoui , Abdenaceur Kachouri
Applied Soft Computing, 2019, 85, pp.105868. ⟨10.1016/j.asoc.2019.105868⟩
Article dans une revue hal-03636311v1

Problèmes de tournées de véhicules avec capacité (CVRP)

Benchetta Imene , Laurent Moalic , Mathieu Brevilliers , Makhlouf Abdenacer , Lhassane Idoumghar
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-03595390v1

Hybrid Nelder-Mead Imperialist Competitive Algorithm Applied to Electric Motor Design

Julien Lepagnot , Lhassane Idoumghar , Daniel Fodorean
Computational and Applied Mathematics Journal, 2015, 1 (5), pp.307-318
Article dans une revue hal-04530150v1