| Deep learning for time series classification: a review HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller Data Mining and Knowledge Discovery 33 (4), 917-963, 2019 | 225 | 2019 |
| New hybrid genetic algorithms for the frequency assignment problem M Alabau, L Idoumghar, R Schott IEEE Transactions on Broadcasting 48 (1), 27-34, 2002 | 58 | 2002 |
| Hybrid PSO-SA type algorithms for multimodal function optimization and reducing energy consumption in embedded systems L Idoumghar, M Melkemi, R Schott, MI Aouad Applied Computational Intelligence and Soft Computing 2011, 2011 | 43 | 2011 |
| Transfer learning for time series classification HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller 2018 IEEE International Conference on Big Data (Big Data), 1367-1376, 2018 | 38 | 2018 |
| Hybrid ICA–PSO algorithm for continuous optimization L Idoumghar, N Chérin, P Siarry, R Roche, A Miraoui Applied Mathematics and Computation 219 (24), 11149-11170, 2013 | 35 | 2013 |
| Motorization for an electric scooter by using permanent-magnet machines optimized based on a hybrid metaheuristic algorithm D Fodorean, L Idoumghar, L Szabó IEEE transactions on vehicular technology 62 (1), 39-49, 2012 | 35 | 2012 |
| A flexible and efficient multi-agent gas turbine power plant energy management system with economic and environmental constraints R Roche, L Idoumghar, S Suryanarayanan, M Daggag, CA Solacolu, ... Applied energy 101, 644-654, 2013 | 30 | 2013 |
| Evaluating surgical skills from kinematic data using convolutional neural networks HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller International Conference on Medical Image Computing and Computer-Assisted …, 2018 | 29 | 2018 |
| Simulated annealing algorithm for the optimisation of an electrical machine D Fodorean, L Idoumghar, A N'diaye, D Bouquain, A Miraoui IET electric power applications 6 (9), 735-742, 2012 | 24 | 2012 |
| Hybrid differential evolution algorithm employed for the optimum design of a high-speed PMSM used for EV propulsion D Fodorean, L Idoumghar, M Brévilliers, P Minciunescu, C Irimia IEEE Transactions on Industrial Electronics 64 (12), 9824-9833, 2017 | 23 | 2017 |
| Evolutionary multi-objective based approach for wireless sensor network deployment A Syarif, I Benyahia, A Abouaissa, L Idoumghar, RF Sari, P Lorenz 2014 IEEE International Conference on Communications (ICC), 1831-1836, 2014 | 22 | 2014 |
| Data augmentation using synthetic data for time series classification with deep residual networks HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller arXiv preprint arXiv:1808.02455, 2018 | 21 | 2018 |
| Surgical motion analysis using discriminative interpretable patterns G Forestier, F Petitjean, P Senin, F Despinoy, A Huaulmé, HI Fawaz, ... Artificial intelligence in medicine 91, 3-11, 2018 | 16 | 2018 |
| Imperialist competitive algorithm for dynamic optimization of economic dispatch in power systems R Roche, L Idoumghar, B Blunier, A Miraoui International Conference on Artificial Evolution (Evolution Artificielle …, 2011 | 16 | 2011 |
| Metropolis particle swarm optimization algorithm with mutation operator for global optimization problems L Idoumghar, M Idrissi-Aouad, M Melkemi, R Schott 2010 22nd IEEE International Conference on Tools with Artificial …, 2010 | 16 | 2010 |
| A new hybrid GA-MDP algorithm for the frequency assignment problem L Idoumghar, R Schott 2006 18th IEEE International Conference on Tools with Artificial …, 2006 | 14 | 2006 |
| Application of markov decision processes to the frequency assignment problem JY Greff, L Idoumghar, R Schott Applied Artificial Intelligence 18 (8), 761-773, 2004 | 13 | 2004 |
| Using a novel parallel genetic hybrid algorithm to generate and determine new zeolite frameworks O Abdelkafi, L Idoumghar, J Lepagnot, JL Paillaud, I Deroche, L Baumes, ... Computers & Chemical Engineering 98, 50-60, 2017 | 12 | 2017 |
| Two distributed algorithms for the frequency assignment problem in the field of radio broadcasting L Idoumghar, R Schott IEEE Transactions on Broadcasting 55 (2), 223-229, 2009 | 12 | 2009 |
| New modeling approach to the frequency assignment problem in broadcasting L Idoumghar, P Debreux IEEE transactions on broadcasting 48 (4), 293-298, 2002 | 12 | 2002 |
