Functional Brain Imaging with Multi-Objective Multi-Modal Evolutionary Optimization

Vojtech Krmicek (1, 2) , Michèle Sebag (1, 2)

1 TANC - Algorithmic number theory for cryptology
2 LRI - Laboratoire de Recherche en Informatique

Functional brain imaging is a source of spatio-temporal data mining problems. A new framework hybridizing multi-objective and multi-modal optimization is proposed to formalize these data mining problems, and addressed through Evolutionary Computation (EC). The merits of EC for spatio-temporal data mining are demonstrated as the approach facilitates the modelling of the experts' requirements, and flexibly accommodates their changing goals.

Domaines: Intelligence artificielle [cs.AI]

Vojtech Krmicek, Michèle Sebag. Functional Brain Imaging with Multi-Objective Multi-Modal Evolutionary Optimization. PPSN'06, Sep 2006, Reykjavik, pp.382-391. ⟨inria-00116342⟩