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Volumn 18, Issue 1, 2008, Pages 25-32

Computer aided diagnosis of ECG data on the least square support vector machine

Author keywords

ECG dataset; Least square support vector machine; ROC curves

Indexed keywords

DISEASES; ELECTROCARDIOGRAPHY; INTELLIGENT SYSTEMS; LEAST SQUARES APPROXIMATIONS; SUPPORT VECTOR MACHINES;

EID: 36549070691     PISSN: 10512004     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.dsp.2007.05.006     Document Type: Article
Times cited : (60)

References (12)
  • 1
    • 36549086504 scopus 로고    scopus 로고
    • http://www.medicinenet.com/electrocardiogram_ecg_or_ekg/article.htm (last accessed: April 19, 2007)
  • 2
    • 34247278767 scopus 로고    scopus 로고
    • Pattern detection of atherosclerosis from carotid artery Doppler signals using fuzzy weighted pre-processing and least square support vector machine (LSSVM)
    • Polat K., Latifoǧlu F., Kara S., and Güneş S. Pattern detection of atherosclerosis from carotid artery Doppler signals using fuzzy weighted pre-processing and least square support vector machine (LSSVM). Ann. Biomed. Eng. 35 5 (2007) 724-732
    • (2007) Ann. Biomed. Eng. , vol.35 , Issue.5 , pp. 724-732
    • Polat, K.1    Latifoǧlu, F.2    Kara, S.3    Güneş, S.4
  • 3
    • 36549008131 scopus 로고    scopus 로고
    • A hybrid automated detection system based on least square support vector machine classifier and k-NN based weighted pre-processing for diagnosing of macular disease
    • Polat K., Kara S., Güven A., and Güneş S. A hybrid automated detection system based on least square support vector machine classifier and k-NN based weighted pre-processing for diagnosing of macular disease. Lecture Notes in Computer Science vol. 4432 (2007) 338-345
    • (2007) Lecture Notes in Computer Science , vol.4432 , pp. 338-345
    • Polat, K.1    Kara, S.2    Güven, A.3    Güneş, S.4
  • 4
    • 34047114775 scopus 로고    scopus 로고
    • Multiclass support vector machines for EEG-signals classification
    • Guler I., and Übeyli E.D. Multiclass support vector machines for EEG-signals classification. IEEE Trans. Inf. Technol. Biomed. 11 2 (2007) 117-126
    • (2007) IEEE Trans. Inf. Technol. Biomed. , vol.11 , Issue.2 , pp. 117-126
    • Guler, I.1    Übeyli, E.D.2
  • 5
    • 36549046526 scopus 로고    scopus 로고
    • H.A. Güvenir, B. Acar, Feature selection using a genetic algorithm for the detection of abnormal ECG recordings, in: Proceedings of the World Conference on Systemics, Cybernetics and Informatics (ISAS/SCI 2001), Orlando, FL, 2001, pp. 437-442
  • 6
    • 36549006951 scopus 로고    scopus 로고
    • T. Soman, P.O. Bobbie, Classification of arrhythmia using machine learning techniques, in: Proc. of 4th International Conference on System Science and Engineering (ICOSSE), Copacabana, Rio de Janeiro, Brazil, 2005
  • 7
    • 33746807501 scopus 로고    scopus 로고
    • A new method to medical diagnosis: Artificial immune recognition system (AIRS) with fuzzy weighted pre-processing and application to ECG arrhythmia (2005)
    • Polat K., Şahan S., and Güneş S. A new method to medical diagnosis: Artificial immune recognition system (AIRS) with fuzzy weighted pre-processing and application to ECG arrhythmia (2005). Expert Syst. Appl. 31 2 (2006) 264-269
    • (2006) Expert Syst. Appl. , vol.31 , Issue.2 , pp. 264-269
    • Polat, K.1    Şahan, S.2    Güneş, S.3
  • 9
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machine classifiers
    • Suykens J.A.K., and Vandewalle J. Least squares support vector machine classifiers. Neural Process. Lett. 9 3 (1999) 293-300
    • (1999) Neural Process. Lett. , vol.9 , Issue.3 , pp. 293-300
    • Suykens, J.A.K.1    Vandewalle, J.2
  • 10
    • 0038355084 scopus 로고    scopus 로고
    • Fuzzy least squares support vector machines for multi-class problems
    • Tsujinishi D., and Abe S. Fuzzy least squares support vector machines for multi-class problems. Neural Networks Field 16 (2003) 785-792
    • (2003) Neural Networks Field , vol.16 , pp. 785-792
    • Tsujinishi, D.1    Abe, S.2
  • 11
    • 36549016589 scopus 로고    scopus 로고
    • ftp://ftp.ics.uci.edu/pub/machine-learning-databases (last accessed: April 19, 2007)
  • 12
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to ROC analysis
    • Fawcett F. An introduction to ROC analysis. Pattern Recogn. Lett. 27 8 (2006) 861-874
    • (2006) Pattern Recogn. Lett. , vol.27 , Issue.8 , pp. 861-874
    • Fawcett, F.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.