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Volumn , Issue , 2009, Pages

ECG beat classification by using discrete wavelet transform and random forest algorithm

Author keywords

[No Author keywords available]

Indexed keywords

BEAT CLASSIFICATION; CROSS VALIDATION; ECG SIGNALS; EXCELLENT PERFORMANCE; RANDOM FOREST ALGORITHM; RANDOM FORESTS;

EID: 77950463050     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICSCCW.2009.5379457     Document Type: Conference Paper
Times cited : (47)

References (14)
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    • Hu, Y.H.1    Palreddy, S.2    Tompkins, W.J.3
  • 3
    • 0034909765 scopus 로고    scopus 로고
    • ECG Beat Classification by a Novel Hybrid Neural Network
    • Dokur Z., and Ölmez T., "ECG Beat Classification by a Novel Hybrid Neural Network", Comput. Methods Programs Biomed., vol.66, 167-181, 2001.
    • (2001) Comput. Methods Programs Biomed. , vol.66 , pp. 167-181
    • Dokur, Z.1    Ölmez, T.2
  • 4
    • 32644482767 scopus 로고    scopus 로고
    • A Fuzzy Clustering Neural Network Architecture for Classification of ECG Arrhythmias
    • Özbay Y., Ceylan R, and Karlik B., "A Fuzzy Clustering Neural Network Architecture for Classification of ECG Arrhythmias", Comput. Biol. Med., vol.36, 376-388, 2006.
    • (2006) Comput. Biol. Med. , vol.36 , pp. 376-388
    • Özbay, Y.1    Ceylan, R.2    Karlik, B.3
  • 5
    • 5644259871 scopus 로고    scopus 로고
    • ECG Beat Classification using neuro-fuzzy network
    • Engin M., "ECG Beat Classification using neuro-fuzzy network", Pattern Recog. Lett., vol.25, 1715-1722, 2004.
    • (2004) Pattern Recog. Lett. , vol.25 , pp. 1715-1722
    • Engin, M.1
  • 6
    • 33845864226 scopus 로고    scopus 로고
    • A Patient-adapting Heartbeat Classifier using ECG Morphologhy and Heartbeat Interval Features
    • Chazal P., and Reilly R.B., "A Patient-adapting Heartbeat Classifier using ECG Morphologhy and Heartbeat Interval Features", IEEE Trans. Biomedical Engineering, vol.53, 2535-2543, 2006.
    • (2006) IEEE Trans. Biomedical Engineering , vol.53 , pp. 2535-2543
    • Chazal, P.1    Reilly, R.B.2
  • 7
    • 63749124365 scopus 로고    scopus 로고
    • Cardiac Arrhythmia Diagnosis Method Using Linear Discriminant Analysis on ECG Signals
    • Yeh Y.C., Wang W.J., and Chiou C. W., "Cardiac Arrhythmia Diagnosis Method Using Linear Discriminant Analysis on ECG Signals" Measurement, vol.42, 778-789, 2009.
    • (2009) Measurement , vol.42 , pp. 778-789
    • Yeh, Y.C.1    Wang, W.J.2    Chiou, C.W.3
  • 9
    • 34047269242 scopus 로고    scopus 로고
    • ECG Beats Classification Using Multiclass Support Vector Machines with Error Correcting Output Codes
    • Ülbeyli E.D., "ECG Beats Classification Using Multiclass Support Vector Machines with Error Correcting Output Codes", Digital Signal Processing, vol.17, 675-684, 2007.
    • (2007) Digital Signal Processing , vol.17 , pp. 675-684
    • Ülbeyli, E.D.1
  • 12
    • 0035478854 scopus 로고    scopus 로고
    • Random Forests
    • Breiman, L., "Random Forests", Machine Learning, vol.45, 5-32, 2001.
    • (2001) Machine Learning , vol.45 , pp. 5-32
    • Breiman, L.1
  • 13
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    • The Wavelet Transform, Time- Frequency Localization and Signal Analysis
    • Daubechies, I., "The Wavelet Transform, Time- Frequency Localization and Signal Analysis", IEEE Trans.on Inform. Theory, vol.36, 961-1005, 1990.
    • (1990) IEEE Trans.on Inform. Theory , vol.36 , pp. 961-1005
    • Daubechies, I.1
  • 14
    • 6444240833 scopus 로고    scopus 로고
    • ECG Beat Classifier Designed by Combined Neural Network Model
    • Güler I., and Ülbeyli E.D., "ECG Beat Classifier Designed by Combined Neural Network Model", Pattern Recognition, vol.38, 199-208, 2005.
    • (2005) Pattern Recognition , vol.38 , pp. 199-208
    • Güler, I.1    Ülbeyli, E.D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.