Lhassane Idoumghar
Lhassane Idoumghar
Full Professor - First Class - in Computer Science, Haute Alsace University
Adresse e-mail validée de uha.fr - Page d'accueil
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Année
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
7662019
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
852018
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
762020
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
602018
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
572019
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
512018
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
492011
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
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
382017
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
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
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
242019
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
232019
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
202019
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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