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Volumn , Issue , 2011, Pages 200-203

Automatic prediction of epileptic seizure using kernel Fisher discriminant classifiers

Author keywords

EEG; epilepsy; kernel Fisher discriminant classifier; seizure prediction; wavelet transform

Indexed keywords

AUTOMATIC PREDICTION; AVERAGE DELAY; CROSS VALIDATION; DETECTION RATES; EEG SIGNALS; EPILEPSY; EPILEPTIC SEIZURE PREDICTION; EPILEPTIC SEIZURES; FALSE DETECTIONS; KERNEL FISHER DISCRIMINANT; LARGE-SCALE APPLICATIONS; LEAVE-ONE-OUT; MODEL SELECTION; PERFORMANCE OF ALGORITHM; SEIZURE PREDICTION; SPECTRAL FEATURE;

EID: 84856838076     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICBMI.2011.7     Document Type: Conference Paper
Times cited : (14)

References (20)
  • 1
    • 32344433076 scopus 로고    scopus 로고
    • Nonlinear similarity analysis for epileptic seizures
    • April
    • Xiaoli Li, G. Ouyang, "Nonlinear similarity analysis for epileptic seizures," Nonlinear Analysis, Volume 64, Issue 8, Pages 1666-1678, April 2006.
    • (2006) Nonlinear Analysis , vol.64 , Issue.8 , pp. 1666-1678
    • Li, X.1    Ouyang, G.2
  • 2
    • 7744226705 scopus 로고    scopus 로고
    • Prediction of epileptic seizures using accumulated energy in a multiresolution framework
    • September
    • S. Gigola, F. Ortiz, C. E. D'Attellis, W. Silva, S. Kochen, "Prediction of epileptic seizures using accumulated energy in a multiresolution framework," Journal of Neuroscience Methods, Volume 138, Issues 1-2, Pages 107-111, September 2004.
    • (2004) Journal of Neuroscience Methods , vol.138 , Issue.1-2 , pp. 107-111
    • Gigola, S.1    Ortiz, F.2    D'Attellis, C.E.3    Silva, W.4    Kochen, S.5
  • 3
    • 8444252470 scopus 로고    scopus 로고
    • Dynamical characteristics of pre-epileptic seizures in rats with recurrence quantification analysis
    • November
    • Xiaoli Li, Gaoxiang Ouyang, Xin Yao, Xinping Guan, "Dynamical characteristics of pre-epileptic seizures in rats with recurrence quantification analysis," Physics Letters A, Volume 333, Issues 1-2, Pages 164-171, November 2004.
    • (2004) Physics Letters A , vol.333 , Issue.1-2 , pp. 164-171
    • Li, X.1    Ouyang, G.2    Yao, X.3    Guan, X.4
  • 4
    • 22144480299 scopus 로고    scopus 로고
    • Epileptic seizure detection using dynamic wavelet network
    • August
    • Abdulhamit Subasi, "Epileptic seizure detection using dynamic wavelet network," Expert Systems with Applications, Volume 29, Issue 2, Pages 343-355, August 2005.
    • (2005) Expert Systems with Applications , vol.29 , Issue.2 , pp. 343-355
    • Subasi, A.1
  • 6
    • 0012523068 scopus 로고    scopus 로고
    • Prediction of epileptic seizures
    • May
    • Brian Litt, Javier Echauz, "Prediction of epileptic seizures," The Lancet Neurology, Volume 1, Issue 1, Pages 22-30, May 2002.
    • (2002) The Lancet Neurology , vol.1 , Issue.1 , pp. 22-30
    • Litt, B.1    Echauz, J.2
  • 8
    • 77950193145 scopus 로고    scopus 로고
    • A Micro-Power EEG Acquisition SoC with Integrated Feature Extraction Processor for a Chronic Seizure Detection System
    • April
    • N. Verma, A. Shoeb, J. Bohorquez, J. Dawson, J. Guttag, A.P. Chandrakasan, "A Micro-Power EEG Acquisition SoC With Integrated Feature Extraction Processor for a Chronic Seizure Detection System," IEEE Journal of Solid-State Circuits, vol. 45, no. 4, pp. 804-816, April 2010.
    • (2010) IEEE Journal of Solid-State Circuits , vol.45 , Issue.4 , pp. 804-816
    • Verma, N.1    Shoeb, A.2    Bohorquez, J.3    Dawson, J.4    Guttag, J.5    Chandrakasan, A.P.6
  • 9
    • 56349114104 scopus 로고    scopus 로고
    • Improved kernel fisher discriminant analysis for fault diagnosis
    • March
    • Junhong Li, Peiling Cui, "Improved kernel fisher discriminant analysis for fault diagnosis," Expert Systems with Applications, Volume 36, Issue 2, Part 1, Pages 1423-1432, March 2009.
    • (2009) Expert Systems with Applications , vol.36 , Issue.2 PART 1 , pp. 1423-1432
    • Li, J.1    Cui, P.2
  • 10
    • 0026561926 scopus 로고
    • Wavelet transform as a potential tool for ECG analysis and compression
    • May
    • J.A. Crowe, N.M. Gibson, M.S. Woolfson, M.G. Somekh, "Wavelet transform as a potential tool for ECG analysis and compression,"Journal of Biomedical Engineering, Volume 14, Issue 3, Pages 268-272, May 1992.
    • (1992) Journal of Biomedical Engineering , vol.14 , Issue.3 , pp. 268-272
    • Crowe, J.A.1    Gibson, N.M.2    Woolfson, M.S.3    Somekh, M.G.4
  • 11
    • 0034316783 scopus 로고    scopus 로고
    • Image feature extraction with various wavelet functions in a photorefractive joint transform correlator
    • November
    • H. Zhang, C. M. Cartwright, M. S. Ding, W. A. Gillespie, "Image feature extraction with various wavelet functions in a photorefractive joint transform correlator," Optics Communications, Volume 185, Issues 4-6, Pages 277-284, November 2000.
    • (2000) Optics Communications , vol.185 , Issue.4-6 , pp. 277-284
    • Zhang, H.1    Cartwright, C.M.2    Ding, M.S.3    Gillespie, W.A.4
  • 12
    • 73749086464 scopus 로고    scopus 로고
    • Higher-density dyadic wavelet transform and its application
    • April
    • Yi Qin, Baoping Tang, Jiaxu Wang, "Higher-density dyadic wavelet transform and its application," Mechanical Systems and Signal Processing, Volume 24, Issue 3, Pages 823-834, April 2010.
    • (2010) Mechanical Systems and Signal Processing , vol.24 , Issue.3 , pp. 823-834
    • Qin, Y.1    Tang, B.2    Wang, J.3
  • 13
    • 56549098594 scopus 로고    scopus 로고
    • Kernel discriminant analysis based feature selection
    • August
    • Tsuneyoshi Ishii, Masamichi Ashihara, Shigeo Abe, "Kernel discriminant analysis based feature selection," Neurocomputing, Volume 71, Issues 13-15, Pages 2544-2552, August 2008.
    • (2008) Neurocomputing , vol.71 , Issue.13-15 , pp. 2544-2552
    • Ishii, T.1    Ashihara, M.2    Abe, S.3
  • 14
    • 33750731977 scopus 로고    scopus 로고
    • Variable selection in kernel Fisher discriminant analysis by means of recursive feature elimination
    • DOI 10.1016/j.csda.2005.12.018, PII S0167947305003294
    • N. Louw, S.J. Steel, "Variable selection in kernel Fisher discriminant analysis by means of recursive feature elimination," Computational Statistics & Data Analysis, Volume 51, Issue 3, Pages 2043-2055, December 2006. (Pubitemid 44709214)
    • (2006) Computational Statistics and Data Analysis , vol.51 , Issue.3 , pp. 2043-2055
    • Louw, N.1    Steel, S.J.2
  • 15
    • 35448973729 scopus 로고    scopus 로고
    • A kernel optimization method based on the localized kernel Fisher criterion
    • March
    • Bo Chen, Hongwei Liu, Zheng Bao, "A kernel optimization method based on the localized kernel Fisher criterion," Pattern Recognition, Volume 41, Issue 3, Pages 1098-1109, March 2008.
    • (2008) Pattern Recognition , vol.41 , Issue.3 , pp. 1098-1109
    • Chen, B.1    Liu, H.2    Bao, Z.3
  • 16
    • 33846847986 scopus 로고    scopus 로고
    • Kernel Fisher discriminant for shape-based classification in epilepsy
    • DOI 10.1016/j.media.2006.10.002, PII S1361841506000806
    • S. Kodipaka, B.C. Vemuri, A. Rangarajan, C.M. Leonard, I. Schmallfuss, S. Eisenschenk, "Kernel Fisher discriminant for shape-based classification in epilepsy,"Medical Image Analysis, Volume 11, Issue 1, Pages 79-90, February 2007. (Pubitemid 46202204)
    • (2007) Medical Image Analysis , vol.11 , Issue.1 , pp. 79-90
    • Kodipaka, S.1    Vemuri, B.C.2    Rangarajan, A.3    Leonard, C.M.4    Schmallfuss, I.5    Eisenschenk, S.6
  • 17
    • 0141639615 scopus 로고    scopus 로고
    • Efficient leave-one-out cross-validation of kernel fisher discriminant classifiers
    • November
    • Gavin C. Cawley, Nicola L. C. Talbot, "Efficient leave-one-out cross-validation of kernel fisher discriminant classifiers," Pattern Recognition, Volume 36, Issue 11, Pages 2585-2592, November 2003.
    • (2003) Pattern Recognition , vol.36 , Issue.11 , pp. 2585-2592
    • Cawley, G.C.1    Talbot, N.L.C.2
  • 18
    • 0001500115 scopus 로고
    • Functions of positive and negative type and their connection with the theory of integral equations
    • J. Mercer, "Functions of positive and negative type and their connection with the theory of integral equations," Philos. Trans. R. Soc. Londan, pp. 415-446, 1909.
    • (1909) Philos. Trans. R. Soc. Londan , pp. 415-446
    • Mercer, J.1
  • 20
    • 70350770803 scopus 로고    scopus 로고
    • Freiburg Seizure Prediction Project online Available
    • Freiburg Seizure Prediction Project. Albert-Ludwigs-Universitat Freiburg Germany. [online] Available: https://epilepsy.unifreiburg.de/freiburg-seizure- prediction-project/eeg-database
    • Albert-Ludwigs-Universitat Freiburg Germany


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.