Classification of epilepsy seizure phase using interval type-2 fuzzy support vector machines

An interval type-2 fuzzy support vector machine (IT2FSVM) is proposed to solve a classification problem which aims to classify three epileptic seizure phases (seizure-free, pre-seizure and seizure) from the electroencephalogram (EEG) captured from patients with neurological disorder symptoms. The ef...

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Bibliographic Details
Main Authors: Ekong, U., Lam, H., Xiao, B., Ouyang, G., Liu, H., Chan, Kit Yan, Ling, S.
Format: Journal Article
Published: Elsevier BV 2016
Online Access:http://hdl.handle.net/20.500.11937/49985