95
Views
9
CrossRef citations to date
0
Altmetric
Original Research

Automatic epilepsy detection using fractal dimensions segmentation and GP–SVM classification

, , &
Pages 2439-2449 | Published online: 21 Sep 2018

References

  • KandelERSchwartzJHJessellTMPrinciples of Neural ScienceNew YorkMcGraw-Hill, Health Professions Division2000
  • ChapmanDPanelliRHannaJJesTSudden Unexpected Death in Epilepsy: Continuing the Global ConversationEpilepsy Australia: Epilepsy BereavedSUDEP Aware2011
  • SteventonABardsleyMBillingsJWhole System Demonstrator Evaluation TeamEffect of telehealth on use of secondary care and mortality: findings from the Whole System Demonstrator cluster randomised trialBMJ2012344e387422723612
  • SubasiAAutomatic recognition of alertness level from EEG by using neural network and wavelet coefficientsExpert Syst Appl2005284701711
  • KozaJRGenetic Programming: On the Programming of Computers by Means of Natural SelectionLondon and Cambridge, MAMIT Press1992
  • RaymerMLPunchWFGoodmanEDKuhnLAGenetic Programming for Improved Data Mining: Application to the Biochemistry of Protein Interactions, in Proceedings of the First Annual Conference on Genetic ProgrammingStanford, CAMIT Press1996375380
  • TackettWAGenetic Programming for Feature Discovery and Image DiscriminationUrbana, ILICGA1993303311
  • BotMCGen Program. Feature extraction for the k-nearest neighbor classifier with genetic programmingGen Program20012038256267
  • SabetiMKatebiSBoostaniREntropy and complexity measures for EEG signal classification of schizophrenic and control participantsArtif Intell Med200947326327419403281
  • JirkaJBiometrical Data Processing and Analysis – Exogenous Epilepsy Seizure Source Localization and Classification [dissertation thesis]OstravaVSB TU Ostrava2014
  • FerlazzoEZifkinBGAndermannEAndermannFCortical triggers in generalized reflex seizures and epilepsiesBrain2005128Pt 470071015728654
  • AvanziniGMusicogenic seizuresAnn N Y Acad Sci20039999510214681120
  • TzallasATTsipourasMGTsalikakisDGAutomated epileptic seizure detection methods: a review studyEpilepsy – Histological, Electroencephalographic and Psychological AspectsRijekaIn Tech201220272036
  • LotteFCongedoMLécuyerALamarcheFArnaldiBA review of classification algorithms for EEG-based brainJ Neural Eng200742R1R1317409472
  • VarriADigital Processing of the EEG in Epilepsy [licentiate thesis]Tampere, FinlandTampere University of Technology1988
  • KrajcaVPetránekSPatákováIVärriAAutomatic identification of significant graphoelements in multichannel EEG recordings by adaptive segmentation and fuzzy clusteringInt J Biomed Comput1991281–271891889908
  • HsuCWChangCCLinCJA practical guide to support vector classification2003 Available from: nturlibntuedutw/bitstream/246246/20060927122852476378/1/freiburg.pdfAccessed March 1, 2018
  • HardingGFJeavonsPMPhotosensitive EpilepsyLondonMacKeith Press1994
  • SubasiAAutomatic detection of epileptic seizure using dynamic fuzzy neural networksExpert Syst Appl2006312320328