Research & Projects
Research themes
- Systems and Control
- Collective Motions, Dynamics and Control of Juggling, Optimization on manifolds, Rhythms and oscillators, Nonlinear control (more info)
- Stochastic Methods
- Machine Learning: decision trees, bayesian networks, reinforcement learning, variance reduction
- Computer Vision: image classification, retrieval
- Monte-Carlo methods: simulation, optimization, variance reduction
- Bioinformatics and System Biology
- Analysis of biological data: proteomic, genomic, data mining, biomarker identification, gene selection
- Modeling of biological systems: Cardiac Rhythm Fluctuations, Sleep apnea syndrome
- Modeling and simulation of the thalamocortical circuitry
- Power Systems
- Stability: voltage stability, transient stability, small-signal stability
- Security: probabilistic security assessment, preventive security, emergency control
- Energy markets: modeling, simulation
Publications
Our list of publications (1986-...)
Conferences and journals
A browsable conference calendar in Machine Learning, Computer Vision, and Bioinformatics.
A list of journals in Machine Learning, Computer Vision, and Bioinformatics:
- JMLR
- Machine Learning
- IJPRAI
- Revue d'Intelligence Artificielle
- PAMI
- IJCV
- Pattern Recognition
- Pattern Recognition Letters
- Journal Of Vision
- Machine Vision and Applications
- Bioinformatics
- BMC Bioinformatics
- IEEE/ACM Transactions on Computational Biology and Bioinformatics
- International Journal of Data Mining and Bioinformatics
- Journal of Computational Biology
- Applied Bioinformatics
- Systems Biology
- IEEE Transactions on Biomedical Engineering