EEG-based Classification of Epileptic and Non-Epileptic Events using Multi-Array Decomposition

1 EEG-based Classification of Epileptic and Non-Epileptic Events using Multi-Array Decomposition; Evangelia Pippa, Multidimensional Data Analysis and Knowledge Management Laboratory, Department of Computer Engineering and Informatics, University of Patras, Patras, Greece Vasileios G. Kanas, Multidimensional Data Analysis and Knowledge Management Laboratory, Department of Computer Engineering and Informatics, University of Patras, Patras, Greece Evangelia I. Zacharaki, CVC, Department of Applied Mathematics, Centrale Supélec Equipe GALEN, INRIA, Saclay, France Vasiliki Tsirka, Department of Clinical Neurophysiology, King’s College Hospital, London, UK Michael Koutroumanidis, Department of Clinical Neurophysiology and Epilepsies, Guy’s & St. Thomas’ and Evelina Hospital for Children, NHS Foundation Trust, London, UK & King’s College, London, UK Vasileios Megalooikonomou, Multidimensional Data Analysis and Knowledge Management Laboratory, Department of Computer Engineering and Informatics, University of Patras, Patras, Greece