메뉴 건너뛰기




Volumn 7670 LNAI, Issue , 2012, Pages 185-195

An efficient visibility graph similarity algorithm and its application on sleep stages classification

Author keywords

classification sleep stage; Computational complexity; horizontal visibility directed graph similarity; phase locking value; synchronization

Indexed keywords

CLASSIFICATION ACCURACY; CONSTRUCTING ALGORITHMS; DATA SEGMENT; GRAPH SIMILARITY; HORIZONTAL VISIBILITY; MEASURING METHOD; PHASE LOCKING VALUE; SLEEP STAGE; TESTING SETS; TRAINING SETS; VISIBILITY GRAPHS;

EID: 84871539140     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-35139-6_18     Document Type: Conference Paper
Times cited : (28)

References (24)
  • 1
    • 0015944207 scopus 로고
    • Crosscorrelation between the activity of septal units and hippocampal EEG during arousal
    • Apostol, G., Creutzfeldt, O.D.: Crosscorrelation between the activity of septal units and hippocampal EEG during arousal. Brain Research 67, 65-75 (1974)
    • (1974) Brain Research , vol.67 , pp. 65-75
    • Apostol, G.1    Creutzfeldt, O.D.2
  • 2
    • 0020403489 scopus 로고
    • Eeg coherence analysis and field dependence
    • Colter, N., Shaw, J.C.: Eeg coherence analysis and field dependence. Biological Psychology 15, 215-228 (1982)
    • (1982) Biological Psychology , vol.15 , pp. 215-228
    • Colter, N.1    Shaw, J.C.2
  • 4
    • 0037087387 scopus 로고    scopus 로고
    • Synchronization likelihood: An unbiased measure of generalized synchronization in multivariate data sets
    • Stam, C.J., van Dijk, B.W.: Synchronization likelihood: an unbiased measure of generalized synchronization in multivariate data sets. Phys. D 163, 236-251 (2002)
    • (2002) Phys. D , vol.163 , pp. 236-251
    • Stam, C.J.1    Van Dijk, B.W.2
  • 5
    • 84855200287 scopus 로고    scopus 로고
    • Visibility graph similarity: A new measure of generalized synchronization in coupled dynamic systems
    • Ahmadlou, M., Adeli, H.: Visibility graph similarity: A new measure of generalized synchronization in coupled dynamic systems. Physica D: Nonlinear Phenomena 241, 326-332 (2012)
    • Physica D: Nonlinear Phenomena , vol.241 , Issue.326-332 , pp. 2012
    • Ahmadlou, M.1    Adeli, H.2
  • 8
    • 33746320142 scopus 로고    scopus 로고
    • Regional scalp EEG slow-wave synchronization during sleep cyclic alternating pattern A1 subtypes
    • Ferri, R., Rundo, F., Bruni, O., Terzano, M.G., Stam, C.J.: Regional scalp EEG slow-wave synchronization during sleep cyclic alternating pattern A1 subtypes. Neuroscience Letters 404, 352-357 (2006)
    • (2006) Neuroscience Letters , vol.404 , pp. 352-357
    • Ferri, R.1    Rundo, F.2    Bruni, O.3    Terzano, M.G.4    Stam, C.J.5
  • 9
    • 33845940366 scopus 로고    scopus 로고
    • Small-world network organization of functional connectivity of EEG slow-wave activity during sleep
    • Ferri, R., Rundo, F., Bruni, O., Terzano, M.G., Stam, C.J.: Small-world network organization of functional connectivity of EEG slow-wave activity during sleep. Clinical Neurophysiology 118, 449-456 (2007)
    • (2007) Clinical Neurophysiology , vol.118 , pp. 449-456
    • Ferri, R.1    Rundo, F.2    Bruni, O.3    Terzano, M.G.4    Stam, C.J.5
  • 10
    • 84860313119 scopus 로고    scopus 로고
    • Artificial Apnea Classification with Quantitative Sleep EEG Synchronization
    • Aks{combining dot below}ahin, M., Aydin, S., Firat, H., Eroǧul, O.: Artificial Apnea Classification with Quantitative Sleep EEG Synchronization. Journal of Medical Systems 36, 139-144 (2012)
    • Journal of Medical Systems , vol.36 , Issue.139-144 , pp. 2012
    • Aksahin, M.1    Aydin, S.2    Firat, H.3    Eroǧul, O.4
  • 11
    • 77249125413 scopus 로고    scopus 로고
    • Network analysis of human heartbeat dynamics
    • Shao, Z.-G.: Network analysis of human heartbeat dynamics. Applied Physics Letters 96, 073703 (2010)
    • (2010) Applied Physics Letters , vol.96 , pp. 073703
    • Shao, Z.-G.1
  • 12
    • 77954321976 scopus 로고    scopus 로고
    • Comment on Network analysis of human heartbeat dynamics
    • Dong, Z., Li, X.: Comment on Network analysis of human heartbeat dynamics. Applied Physics Letters 96, 266101-266102 (2010)
    • (2010) Applied Physics Letters , vol.96 , pp. 266101-266102
    • Dong, Z.1    Li, X.2
  • 13
    • 77956469969 scopus 로고    scopus 로고
    • New diagnostic EEG markers of the Alzheimer's disease using visibility graph
    • Ahmadlou, M., Adeli, H., Adeli, A.: New diagnostic EEG markers of the Alzheimer's disease using visibility graph. Journal of Neural Transmission 117, 1099-1109 (2010)
    • (2010) Journal of Neural Transmission , vol.117 , pp. 1099-1109
    • Ahmadlou, M.1    Adeli, H.2    Adeli, A.3
  • 16
    • 84871594034 scopus 로고    scopus 로고
    • Stam, C.J.: http://home.kpn.nl/stam7883/brainwave.html
    • Stam, C.J.1
  • 22
    • 70350043594 scopus 로고    scopus 로고
    • Horizontal visibility graphs: Exact results for random time series
    • Luque, B., Lacasa, L., Ballesteros, F., Luque, J.: Horizontal visibility graphs: Exact results for random time series. Physical Review E 80, 046103 (2009)
    • (2009) Physical Review E , vol.80 , pp. 046103
    • Luque, B.1    Lacasa, L.2    Ballesteros, F.3    Luque, J.4
  • 24
    • 77951616783 scopus 로고    scopus 로고
    • Automated sleep-wake staging combining robust feature extraction, artificial neural network classification, and flexible decision rules
    • Chapotot, F., Becq, G.: Automated sleep-wake staging combining robust feature extraction, artificial neural network classification, and flexible decision rules. International Journal of Adaptive Control and Signal Processing 24, 409-423 (2010)
    • (2010) International Journal of Adaptive Control and Signal Processing , vol.24 , pp. 409-423
    • Chapotot, F.1    Becq, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.