Lhassane Idoumghar
Lhassane Idoumghar
Full Professor - First Class - in Computer Science, Haute Alsace University
Verified email at uha.fr - Homepage
Title
Cited by
Cited by
Year
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
7132019
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
812018
Inceptiontime: Finding alexnet for time series classification
HI Fawaz, B Lucas, G Forestier, C Pelletier, DF Schmidt, J Weber, ...
Data Mining and Knowledge Discovery 34 (6), 1936-1962, 2020
682020
New hybrid genetic algorithms for the frequency assignment problem
M Alabau, L Idoumghar, R Schott
IEEE Transactions on Broadcasting 48 (1), 27-34, 2002
612002
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
572018
Adversarial attacks on deep neural networks for time series classification
HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
542019
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
502018
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
472011
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
412013
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
382012
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
372017
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
322013
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
282018
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
262014
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
262012
On the optimal placement of cameras for surveillance and the underlying set cover problem
J Kritter, M Brévilliers, J Lepagnot, L Idoumghar
Applied Soft Computing 74, 133-153, 2019
222019
GPU parallelization strategies for metaheuristics: a survey
M Essaid, L Idoumghar, J Lepagnot, M Brévilliers
International Journal of Parallel, Emergent and Distributed Systems 34 (5 …, 2019
202019
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks
HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller
International journal of computer assisted radiology and surgery 14 (9 …, 2019
192019
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
182011
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
152010
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