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Volumn 25, Issue 4, 2009, Pages 1928-1931

An arrhythmia classification method based on selected features of heart rate variability signal and support vector machine-based classifier

Author keywords

Arrhythmia classification; Forward floating feature selection; Heart rate variability signal; Support vector machine

Indexed keywords

BIOINFORMATICS; BIOMECHANICS; BIOMEDICAL ENGINEERING; BIOPHYSICS; CARDIOLOGY; DISEASES; FEATURE EXTRACTION; HEART; LEARNING SYSTEMS; MEDICAL IMAGE PROCESSING; MEDICAL PHYSICS; SUPPORT VECTOR MACHINES;

EID: 77950182268     PISSN: 16800737     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/978-3-642-03882-2_512     Document Type: Conference Paper
Times cited : (12)

References (17)
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    • Tsipouras, M.G.1    Fotiadis, D.I.2
  • 3
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  • 4
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    • Support vector machine based arrhythmia classification using reduced features
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    • (2005) Int J Control Automat Syst , vol.3 , Issue.4 , pp. 571-579
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  • 5
    • 28144433354 scopus 로고    scopus 로고
    • A method for arrhythmic episode classification in ECGs using fuzzy logic and Markov models
    • Murray A, editor
    • Tsipouras MG, Goletsis Y, Fotiadis DI. (2004) A method for arrhythmic episode classification in ECGs using fuzzy logic and Markov models. In: Murray A, editor. Proceedings of the computers in cardiology. p. 361-4.
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    • Tsipouras, M.G.1    Goletsis, Y.2    Fotiadis, D.I.3
  • 6
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    • an arrhythmia classification system based on the RR-interval signal
    • Tsipouras MG, Fotiadis DI, Sideris D. (2005) an arrhythmia classification system based on the RR-interval signal. Artif Intell Med; 33(3):237-50.
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    • Tsipouras, M.G.1    Fotiadis, D.I.2    Sideris, D.3
  • 9
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    • A comparison of methods for multiclass support vector machines
    • C.W. Hsu and C.J. Lin.( 2002) A comparison of methods for multiclass support vector machines. IEEE Transactions on Neural Networks, 13(2)
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    • Hsu, C.W.1    Lin, C.J.2
  • 11
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  • 12
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.