Publications

Evaluating Surgical Skills from Kinematic Data Using Convolutional Neural Networks (2018) Communication

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

Medical Image Computing and Computer Assisted Intervention (MICCAI)
Data augmentation using synthetic data for time series classification with deep residual networks (2018) Communication

Hassan Ismail Fawaz, Germain Forestier, Jonathan Weber, Lhassane Idoumghar, Pierre-Alain Muller

ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data (AALTD)
Backtracking Search Optimization for Collaborative Beamforming in Wireless Sensor Networks (2018) Article

Noor Nabila Ahmad Nazri, Nik Noordini Nik Abd Malik, Lhassane Idoumghar, Nurul Mu'azzah Abdul Latiff, Samura Ali

TELKOMNIKA (Telecommunication Computing Electronics and Control)
RNN Encoder-Decoder for the inference of regular human mobility patterns (2018) Communication

Mehdi Katranji, Guilhem Sanmarty, Laurent Moalic, Sami Kraiem, Alexandre Caminada, Fouad Hadj Selem

2018 International Joint Conference on Neural Networks (IJCNN)
A Hybrid Differential Evolution Algorithm for Real World Problems (2018) Communication

Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Foderean

2018 IEEE Congress on Evolutionary Computation (CEC)
Find the chromatic number by counting k-colorings with a randomized heuristic (2018) Communication

Alexandre Gondran, Laurent Moalic

15th International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, CPAIOR
A Hybrid Optimization Algorithm for Electric Motor Design (2018) Article

Mokhtar Essaid, Lhassane Idoumghar, Julien Lepagnot, Mathieu Brévilliers, Daniel Fodorean

Lecture Notes in Computer Science
Coordinated consensus for smart grid economic environmental power dispatch with dynamic communication network (2018) Article

Mounira Hamdi, Mondher Chaoui, Lhassane Idoumghar, Abdennaceur Kachouri

IET Generation, Transmission & Distribution
Detection Systems for Improving the Citizen Security and Comfort from Urban and Vehicular Surveillance Technologies: An Overview (2018) Chapitre d'ouvrage

Karim Hammoudi, Halim Benhabiles, Mahmoud Melkemi, Fadi Dornaika

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering
Optimal Economic Dispatch with Valve-Point Effect and Multiple Fuel Option via L-Shade Algorithm (2018) Communication

Mounira Hamdi, Lhassane Idoumghar, Mondher Chaoui, Abdennaceur Kachouri

15th International Multi-Conference on Systems, Signals and Devices (SSD)

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Publications

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