Cybernetics And Systems Analysis
International Theoretical Science
Journal
Abstract. The goal of this paper is to highlight the challenges on the three methods of data analysis, namely: robust, component, and dynamical analysis with respect to the epilepsy. A forward and inverse mapping models for the human brain are presented. Research directions for obtaining robust inverse mapping and conducting dynamical analysis of the epileptic brain are discussed.
Keywords: epilepsy, electroencephalography (EEG), robust measures, blind signal separation, independent component analysis, sparse component analysis, dynamical analysis.
Syed M.N.,
assistant professor at Systems Engineering Dept. in King Fahd University of Petroleum and Minerals, Dhahran, Kingdom of Saudi Arabia,
e-mail: snumujahid@gmail.com.
Georgiev P.G.,
Associate research scientist at Center for Applied Optimization in University of Florida, Gainesville, USA,
e-mail: pandogeorgiev@ufl.edu.
Pardalos P.M.,
Distinguished Professor of Industrial and Systems Engineering at the University of Florida, Director of the Center for Applied Optimization, Gainesville, USA,
e-mail: pardalos@ufl.edu.
