Single-class SVM and directed transfer function approach to the localization of the region containing epileptic focus

Neurocomputing

Volumn 72, Issue 7-9, 2009, Pages 1575-1583

  Swiderski, Bartosz ^a   Osowski, Stanislaw ^a,b   Cichocki, Andrzej ^a,d   Rysz, Andrzej ^c  

^a WARSAW UNIVERSITY OF TECHNOLOGY   (Poland)

^b MILITARY UNIVERSITY OF TECHNOLOGY   (Poland)

^c MEDICAL UNIVERSITY OF WARSAW   (Poland)

^d RIKEN BRAIN SCIENCE INSTITUTE   (Japan)

Author keywords

Directed transfer function; EEG analysis; Epileptic focus localization; One class SVM

Indexed keywords

DIRECTED TRANSFER FUNCTION; EEG ANALYSIS; EPILEPTIC FOCUS LOCALIZATION; NUMERICAL EXPERIMENTS; ONE-CLASS SVM;

ELECTROENCEPHALOGRAPHY; SUPPORT VECTOR MACHINES;

TRANSFER FUNCTIONS;

ADULT; ANALYTIC METHOD; ARTICLE; CASE REPORT; ELECTROENCEPHALOGRAPHY; EPILEPSY; HEMISPHERIC DOMINANCE; HUMAN; KERNEL METHOD; MALE; MATHEMATICAL ANALYSIS; NERVE POTENTIAL; NEUROLOGIC EXAMINATION; NEUROSURGERY; PRIORITY JOURNAL; SEIZURE; SUPPORT VECTOR MACHINE;

EID: 61849141258     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2008.09.004     Document Type: Article

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