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Volumn , Issue , 2010, Pages 126-131

Sleeping with ants, SVMs, multilayer perceptrons and SOMs

Author keywords

Artificial neural networks; Pattern classification; Self organizing maps; Sleep stages classification; Support vector machines

Indexed keywords

ANT-BASED CLUSTERING; ARTIFICIAL NEURAL NETWORK; BIO-INSPIRED; CLASSIFICATION TOOL; CONTEXT-BASED; EXPERIMENTAL PROCEDURE; MULTI-LAYER PERCEPTRONS; PATTERN CLASSIFICATION; SLEEP STAGES CLASSIFICATION;

EID: 79851481104     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISDA.2010.5687278     Document Type: Conference Paper
Times cited : (12)

References (19)
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    • R. Norman, I. Pal, C. Stewart, J. Walsleben, and D. Rap-paport, "Interobserver agreement among sleep scorers from different centers in a large dataset," Sleep, vol. 23, no. 7, pp. 901-908, 2000.
    • (2000) Sleep , vol.23 , Issue.7 , pp. 901-908
    • Norman, R.1    Pal, I.2    Stewart, C.3    Walsleben, J.4    Rap-Paport, D.5
  • 11
    • 49749194125 scopus 로고
    • Cyclic variations in eeg during sleep and their relation to eye movements, body motility and dreaming
    • W. Dement and N. Kleitman, "Cyclic variations in eeg during sleep and their relation to eye movements, body motility and dreaming," Electroencephalography and Clinical Neurophysiology, vol. 9, no. 4, pp. 673-690, 1957.
    • (1957) Electroencephalography and Clinical Neurophysiology , vol.9 , Issue.4 , pp. 673-690
    • Dement, W.1    Kleitman, N.2
  • 14
    • 6544281328 scopus 로고
    • Time domain descriptors and their relation to a particular model for generation of eeg activity
    • B. Hjorth, "Time domain descriptors and their relation to a particular model for generation of eeg activity," CEAN -Computerized EEG analysis, pp. 3-8, 1975.
    • (1975) CEAN - Computerized EEG Analysis , pp. 3-8
    • Hjorth, B.1
  • 16
    • 0002432308 scopus 로고    scopus 로고
    • Kohonen's self-organizing maps for exploratory data analysis
    • S. Ultsch, "Kohonen's self-organizing maps for exploratory data analysis," in Proc. of the INNC'90, 2000, pp. 305-308.
    • (2000) Proc. of the INNC'90 , pp. 305-308
    • Ultsch, S.1
  • 17
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • DOI 10.1109/72.991427, PII S1045922702018052
    • C.-W. Hsu and C.-J. Lin, "A comparison of methods for multi-class support vector machines," IEEE Transactions on Neural Networks, vol. 13, no. 2, pp. 415-425, 2002. (Pubitemid 34475042)
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.-W.1    Lin, C.-J.2
  • 19
    • 0003000735 scopus 로고
    • Faster-learning variations on back-propagation: An empirical study
    • M. Kaufmann
    • S. Fahlman, "Faster-learning variations on back-propagation: An empirical study," in Proceedings of the 1988 Connectionist models summer school. M. Kaufmann, 1988, pp. 38-51.
    • (1988) Proceedings of the 1988 Connectionist Models Summer School , pp. 38-51
    • Fahlman, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.