Kernel machines for epilepsy diagnosis via EEG signal classification: A comparative study

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摘要

ObjectiveWe carry out a systematic assessment on a suite of kernel-based learning machines while coping with the task of epilepsy diagnosis through automatic electroencephalogram (EEG) signal classification.

论文关键词：Kernel machines,Feature extraction,EEG signal classification,Epilepsy

论文评审过程：Received 22 December 2010, Revised 24 May 2011, Accepted 18 July 2011, Available online 17 August 2011.

论文官网地址：https://doi.org/10.1016/j.artmed.2011.07.003