PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Functional Brain Imaging with Multi-Objective Multi-Modal Evolutionary Optimization
Vojtech Vojtech Krmicek and Michele Sebag
In: PPSN'06, 9-13 Sept. 2006, Reykjavik.

Abstract

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.

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EPrint Type:Conference or Workshop Item (Paper)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Learning/Statistics & Optimisation
ID Code:2937
Deposited By:Marc Schoenauer
Deposited On:26 December 2006