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Volumn 4345 LNBI, Issue , 2006, Pages 298-310

Time series feature evaluation in discriminating preictal EEG states

Author keywords

[No Author keywords available]

Indexed keywords

AUTOCORRELATION; CLUSTERING ALGORITHMS; FEATURE EXTRACTION; LINEAR SYSTEMS; TIME SERIES ANALYSIS;

EID: 34547477265     PISSN: 03029743     EISSN: 16113349     Source Type: Conference Proceeding    
DOI: 10.1007/11946465_27     Document Type: Conference Paper
Times cited : (8)

References (23)
  • 6
    • 7244248620 scopus 로고    scopus 로고
    • Controlled test for predictive power of Lyapunov exponents: Their inability to predict epileptic seizures
    • Y.-C. Lai, M. A. F. Harrison, M. G. Frei, and I. Osorio. Controlled test for predictive power of Lyapunov exponents: Their inability to predict epileptic seizures. Chaos, 14(3):630-642, 2004.
    • (2004) Chaos , vol.14 , Issue.3 , pp. 630-642
    • Lai, Y.-C.1    Harrison, M.A.F.2    Frei, M.G.3    Osorio, I.4
  • 7
    • 2942530763 scopus 로고    scopus 로고
    • Comparison of three nonlinear seizure prediction methods by means of the seizure prediction characteristic
    • T. Maiwald, M. Winterhalder, R. Aschenbrenner-Scheibe, H. U. Voss, A. SchulzeBonhage, and J. Timmer. Comparison of three nonlinear seizure prediction methods by means of the seizure prediction characteristic. Physica D, 194(3-4) :357-368, 2004.
    • (2004) Physica D , vol.194 , Issue.3-4 , pp. 357-368
    • Maiwald, T.1    Winterhalder, M.2    Aschenbrenner-Scheibe, R.3    Voss, H.U.4    SchulzeBonhage, A.5    Timmer, J.6
  • 8
    • 34547444559 scopus 로고    scopus 로고
    • D. Kugiumtzis and P. G. Larsson. Linear and nonlinear analysis of EEG for the prediction of epileptic seizures. In K. Lehnertz, J. Arnhold, P. Grassberger, and C. E. Elger, editors, Chaos in Brain?, Proceedings of the 1999 Workshop, pages 329-332, Singapore, 2000. World Scientific.
    • D. Kugiumtzis and P. G. Larsson. Linear and nonlinear analysis of EEG for the prediction of epileptic seizures. In K. Lehnertz, J. Arnhold, P. Grassberger, and C. E. Elger, editors, Chaos in Brain?, Proceedings of the 1999 Workshop, pages 329-332, Singapore, 2000. World Scientific.
  • 10
    • 33645050763 scopus 로고    scopus 로고
    • Testing statistical significance of multivariate time series analysis techniques for epileptic seizure prediction
    • B. Schelter, M. Winterhalder, T. Maiwald, A. Brandt, A. Schad, A. Schulze-Bonhage, and J. Timmer. Testing statistical significance of multivariate time series analysis techniques for epileptic seizure prediction. Chaos, 16(1):013108, 2006.
    • (2006) Chaos , vol.16 , Issue.1 , pp. 013108
    • Schelter, B.1    Winterhalder, M.2    Maiwald, T.3    Brandt, A.4    Schad, A.5    Schulze-Bonhage, A.6    Timmer, J.7
  • 12
    • 13844266242 scopus 로고    scopus 로고
    • Signal complexity and synchrony of epileptic seizures: Is there an identifiable preictal period?
    • C. C. Jouny, P. J. Franaszczuk, and G. K. Bergey. Signal complexity and synchrony of epileptic seizures: Is there an identifiable preictal period? Clinical Neurophysiology, 116(3):552-558, 2005.
    • (2005) Clinical Neurophysiology , vol.116 , Issue.3 , pp. 552-558
    • Jouny, C.C.1    Franaszczuk, P.J.2    Bergey, G.K.3
  • 13
    • 22844451933 scopus 로고    scopus 로고
    • EEG nonstationarity during intracranially recorded seizures: Statistical and dynamical analysis
    • T. Dikanev, D. Smirnov, R. Wennberg, J. L. P. Velazquez, and B. Bezruchko. EEG nonstationarity during intracranially recorded seizures: Statistical and dynamical analysis. Clinical Neurophysiology, 116(8):1796-1807, 2005.
    • (2005) Clinical Neurophysiology , vol.116 , Issue.8 , pp. 1796-1807
    • Dikanev, T.1    Smirnov, D.2    Wennberg, R.3    Velazquez, J.L.P.4    Bezruchko, B.5
  • 14
    • 24644505364 scopus 로고    scopus 로고
    • Nonlinear dynamical analysis of EEG and MEG: Review of an emerging field
    • C. J. Stam, Nonlinear dynamical analysis of EEG and MEG: Review of an emerging field. Clinical Neurophysiology, 116:2266-2301, 2005.
    • (2005) Clinical Neurophysiology , vol.116 , pp. 2266-2301
    • Stam, C.J.1
  • 15
    • 28244472140 scopus 로고    scopus 로고
    • Brain, behaviour and mathematics: Are we using the right approaches?
    • J. L. P. Velazquez. Brain, behaviour and mathematics: Are we using the right approaches? Physica D, 212(3-4):161-182, 2005.
    • (2005) Physica D , vol.212 , Issue.3-4 , pp. 161-182
    • Velazquez, J.L.P.1
  • 17
    • 33744523862 scopus 로고    scopus 로고
    • Towards a proper estimation of phase synchronization from time series
    • M. Chavez, M. Besserve, C. Adam, and J. Martinerie. Towards a proper estimation of phase synchronization from time series. Journal of Neuroscience Methods, 154(1-2):149-160, 2006.
    • (2006) Journal of Neuroscience Methods , vol.154 , Issue.1-2 , pp. 149-160
    • Chavez, M.1    Besserve, M.2    Adam, C.3    Martinerie, J.4
  • 18
    • 0033225867 scopus 로고    scopus 로고
    • An estimator of the mutual information based on a criterion for conditional independence
    • G. A. Darbellay. An estimator of the mutual information based on a criterion for conditional independence, Computational Statistics and Data Analysis, 32(1):1-17, 1999.
    • (1999) Computational Statistics and Data Analysis , vol.32 , Issue.1 , pp. 1-17
    • Darbellay, G.A.1
  • 19
    • 42749103135 scopus 로고    scopus 로고
    • A. Kugiumtzis, D. and. Kehagias, E. C. Aifantis, and H. Neuhaüser. Statistical analysis of the extreme values of stress time series from the Portevin-Le Châtelier effect. Physical Review E, 70(3):036110, 2004.
    • A. Kugiumtzis, D. and. Kehagias, E. C. Aifantis, and H. Neuhaüser. Statistical analysis of the extreme values of stress time series from the Portevin-Le Châtelier effect. Physical Review E, 70(3):036110, 2004.
  • 23
    • 0000810560 scopus 로고    scopus 로고
    • Practical implementation of nonlinear time series methods: The TISEAN package
    • R. Hegger, H. Kantz, and T. Schreiber. Practical implementation of nonlinear time series methods: The TISEAN package. Chaos, 9:413, 1999.
    • (1999) Chaos , vol.9 , pp. 413
    • Hegger, R.1    Kantz, H.2    Schreiber, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.