Goal : Develop and study new algorithms of machine learning to solve problems in computational biology and systems biology since september 2005.

Object of application : complex biological systems and inference of regulatory networks, Web.

Tools

• Kernel-based methods for structured data
• Clustering and Biclustering (Self-organizing maps, spectral clustering, spectral biclustering, ...)
  
• Case based reasoning
• Adaptive resonance theory