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Volumn , Issue , 2012, Pages 197-202

Analysis of multi codebook GLVQ versus standard GLVQ in discriminating sleep stages

Author keywords

[No Author keywords available]

Indexed keywords

CIRCADIAN RHYTHMS; CODEBOOKS; ECG SIGNALS; GENERALIZED LEARNING VECTOR QUANTIZATION; HUMAN BODIES; POLYSOMNOGRAPHY; SLEEP STAGE; SLEEP STAGES CLASSIFICATIONS;

EID: 84875102102     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (5)

References (26)
  • 1
    • 18044373438 scopus 로고    scopus 로고
    • Consensus statement: Fatigue and accidents in transport operations
    • T. Akerstedt, "Consensus statement: Fatigue and accidents in transport operations," Journal of Sleep Research, vol. 9, no. 4, pp. 395-395, 2000.
    • (2000) Journal of Sleep Research , vol.9 , Issue.4 , pp. 395-395
    • Akerstedt, T.1
  • 4
    • 0038274521 scopus 로고    scopus 로고
    • Automated processing of the single-lead electrocardiogram for the detection of obstructive sleep apnoea
    • DOI 10.1109/TBME.2003.812203
    • P. de Chazal, C. Heneghan, E. Sheridan, R. Reilly, P. Nolan, and M. O'Malley, "Automated processing of the single-lead electrocardiogram for the detection of obstructive sleep apnea," IEEE Transactions on Biomedical Engineering, vol. 50, no. 6, pp. 686-696, June 2003. (Pubitemid 36723602)
    • (2003) IEEE Transactions on Biomedical Engineering , vol.50 , Issue.6 , pp. 686-696
    • De Chazal, P.1    Heneghan, C.2    Sheridan, E.3    Reilly, R.4    Nolan, P.5    O'Malley, M.6
  • 5
    • 0035715976 scopus 로고    scopus 로고
    • Automatic detection of slow-wave-sleep using heart rate variability
    • Z. Shinar, A. Baharav, Y. Dagan, and S. Akselrod, "Automatic detection of slow-wave-sleep using heart rate variability," Computers in Cardiology, vol. 28, pp. 593-596, 2001. (Pubitemid 34167200)
    • (2001) Computers in Cardiology , pp. 593-596
    • Shinar, Z.1    Baharav, A.2    Dagan, Y.3    Akselrod, S.4
  • 8
    • 81855199022 scopus 로고    scopus 로고
    • Sleep-wake stages classification and sleep efficiency estimation using single-lead electrocardiogram
    • M. Adnane, Z. Jiang, and Z. Yan, "Sleep-wake stages classification and sleep efficiency estimation using single-lead electrocardiogram," Expert Systems with Applications, vol. 39, pp. 1401-1413, 2012.
    • (2012) Expert Systems with Applications , vol.39 , pp. 1401-1413
    • Adnane, M.1    Jiang, Z.2    Yan, Z.3
  • 9
    • 84865098056 scopus 로고    scopus 로고
    • Selecting features of single lead ecg signal for automatic sleep stages classification using correlation-based feature subset selection
    • A. Noviyanto, S. M. Isa, I. Wasito, and A. M. Arymurthy, "Selecting features of single lead ecg signal for automatic sleep stages classification using correlation-based feature subset selection," International Journal of Computer Science Issues, vol. 8, no. 1, pp. 1178-1181, 2011.
    • (2011) International Journal of Computer Science Issues , vol.8 , Issue.1 , pp. 1178-1181
    • Noviyanto, A.1    Isa, S.M.2    Wasito, I.3    Arymurthy, A.M.4
  • 10
    • 0141509903 scopus 로고    scopus 로고
    • Comparison of detrended fluctuation analysis and spectral analysis for heart rate variability in sleep and sleep apnea
    • DOI 10.1109/TBME.2003.817636
    • T. Penzel, J. W. Kantelhardt, L. Grote, J.-H. Peter, and A. Bunde, "Comparison of detrended fluctuation analysis and spectral analysis for heart rate variability in sleep and sleep apnea," IEEE Transactions on Biomedical Engineering, vol. 50, no. 10, pp. 1143-1151, October 2003. (Pubitemid 37187166)
    • (2003) IEEE Transactions on Biomedical Engineering , vol.50 , Issue.10 , pp. 1143-1151
    • Penzel, T.1    Kantelhardt, J.W.2    Grote, L.3    Peter, J.-H.4    Bunde, A.5
  • 11
    • 33344461511 scopus 로고    scopus 로고
    • Cardiorespiratory-based sleep staging in subjects with obstructive sleep apnea
    • DOI 10.1109/TBME.2005.869773, 1597499
    • S. Redmond and C. Heneghan, "Cardiorespiratory-based sleep staging in subjects with obstructive sleep apnea," Biomedical Engineering, IEEE Transactions on, vol. 53, no. 3, pp. 485-496, march 2006. (Pubitemid 43288826)
    • (2006) IEEE Transactions on Biomedical Engineering , vol.53 , Issue.3 , pp. 485-496
    • Redmond, S.J.1    Heneghan, C.2
  • 13
    • 0025489075 scopus 로고
    • The self-organizing map
    • September
    • T. Kohonen, "The self-organizing map," Proceedings of the IEEE, vol. 78, no. 9, pp. 1464-1480, September 1990.
    • (1990) Proceedings of the IEEE , vol.78 , Issue.9 , pp. 1464-1480
    • Kohonen, T.1
  • 14
    • 0029517924 scopus 로고
    • Combined som and lvq based classifiers for handwritten digit recognition
    • nov/dec vol.6
    • J. Wu and H. Yan, "Combined som and lvq based classifiers for handwritten digit recognition," in Neural Networks, 1995. Proceedings., IEEE International Conference on, vol. 6, nov/dec 1995, pp. 3074-3077 vol.6.
    • (1995) Neural Networks, 1995. Proceedings., IEEE International Conference on , vol.6 , pp. 3074-3077
    • Wu, J.1    Yan, H.2
  • 15
    • 33746829161 scopus 로고    scopus 로고
    • Performance analysis of lvq algorithms: A statistical physics approach
    • [Online]. Available
    • A. Ghosh, M. Biehl, and B. Hammer, "Performance analysis of lvq algorithms: A statistical physics approach." Neural Networks, vol. 19, no. 6-7, pp. 817-829, 2006. [Online]. Available: http://dblp.uni-trier.de/db/ journals/nn/nn19.html
    • (2006) Neural Networks , vol.19 , Issue.6-7 , pp. 817-829
    • Ghosh, A.1    Biehl, M.2    Hammer, B.3
  • 16
    • 85156210800 scopus 로고    scopus 로고
    • Generalized learning vector quantization
    • A. Sato and K. Yamada, "Generalized learning vector quantization," in NIPS, pp. 423-429.
    • NIPS , pp. 423-429
    • Sato, A.1    Yamada, K.2
  • 22
    • 0031355513 scopus 로고    scopus 로고
    • Evaluation of an automatic threshold based detector of waveform limits in holter ecg with the qt database
    • sep
    • R. Jane, A. Blasi, J. Garcia, and P. Laguna, "Evaluation of an automatic threshold based detector of waveform limits in holter ecg with the qt database," in Computers in Cardiology 1997, sep 1997, pp. 295-298.
    • (1997) Computers in Cardiology 1997 , pp. 295-298
    • Jane, R.1    Blasi, A.2    Garcia, J.3    Laguna, P.4
  • 24
    • 34548479030 scopus 로고    scopus 로고
    • Evolving a Bayesian classifier for ECG-based age classification in medical applications
    • DOI 10.1016/j.asoc.2007.03.009, PII S1568494607000452
    • M. Wiggins, A. Saad, B. Litt, and G. Vachtsevanos, "Evolving a bayesian classifier for ecg-based age classification in medical applications," Applied Soft Computing, vol. 8, no. 1, pp. 599-608, January 2008. (Pubitemid 47374591)
    • (2008) Applied Soft Computing Journal , vol.8 , Issue.1 , pp. 599-608
    • Wiggins, M.1    Saad, A.2    Litt, B.3    Vachtsevanos, G.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.