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Lhassane Idoumghar
Lhassane Idoumghar
Full Professor - Exceptional-Class - in Computer Science, University of Haute-Alsace
Verified email at uha.fr - Homepage
Title
Cited by
Cited by
Year
Deep learning for time series classification: a review
H Ismail Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller
Data mining and knowledge discovery 33 (4), 917-963, 2019
28442019
Inceptiontime: Finding alexnet for time series classification
H Ismail Fawaz, B Lucas, G Forestier, C Pelletier, DF Schmidt, J Weber, ...
Data Mining and Knowledge Discovery 34 (6), 1936-1962, 2020
9292020
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
3102018
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
1622018
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
1482019
Evaluating surgical skills from kinematic data using convolutional neural networks
H Ismail Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
1262018
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks
H Ismail Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller
International journal of computer assisted radiology and surgery 14, 1611-1617, 2019
972019
Deep neural network ensembles for time series classification
HI Fawaz, G Forestier, J Weber, L Idoumghar, PA Muller
2019 International Joint Conference on Neural Networks (IJCNN), 1-6, 2019
912019
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
812017
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, 1-12, 2011
622011
New hybrid genetic algorithms for the frequency assignment problem
M Alabau, L Idoumghar, R Schott
IEEE Transactions on Broadcasting 48 (1), 27-34, 2002
622002
Recent trends in crowd analysis: A review
M Bendali-Braham, J Weber, G Forestier, L Idoumghar, PA Muller
Machine Learning with Applications 4, 100023, 2021
592021
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
592019
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
572018
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
522013
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
472019
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
442012
Coordinated consensus for smart grid economic environmental power dispatch with dynamic communication network
M Hamdi, M Chaoui, L Idoumghar, A Kachouri
IET Generation, Transmission & Distribution 12 (11), 2603-2613, 2018
352018
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
332013
A novel harmony search algorithm and its application to data clustering
K Talaei, A Rahati, L Idoumghar
Applied Soft Computing 92, 106273, 2020
322020
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