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Volumn 6, Issue 10, 2011, Pages 112-118

Fuzzy C-means clustering, neural network, WT, and HRV for classification of cardiac arrhythmia

Author keywords

Cardiac arrhythmia; Classification; Fuzzy C means clustering; HRV; MCN; Neural network; WT

Indexed keywords


EID: 84859070822     PISSN: 1816949X     EISSN: 18187803     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (20)

References (19)
  • 2
    • 58349091028 scopus 로고    scopus 로고
    • A novel approach for classification of ECG arrhythmias: Type-2 fuzzy clustering neural network
    • Rahime Ceylan, Yuksel Ozbay and Bekir Karlik. 2009. A novel approach for classification of ECG arrhythmias: Type-2 fuzzy clustering neural network. Expert Systems with Applications. pp. 6721-6726.
    • (2009) Expert Systems with Applications , pp. 6721-6726
    • Ceylan, R.1    Ozbay, Y.2    Karlik, B.3
  • 6
    • 0031238509 scopus 로고    scopus 로고
    • A patient adaptable ECG beat classifier using a mixture of experts approach
    • Hu Y.H., Palreddy S. and Tompkins W. 1997. A patient adaptable ECG beat classifier using a mixture of experts approach. IEEE Trans. Biomed. Eng. 44(9): 891-900.
    • (1997) IEEE Trans. Biomed. Eng. , vol.44 , Issue.9 , pp. 891-900
    • Hu, Y.H.1    Palreddy, S.2    Tompkins, W.3
  • 7
    • 34047184937 scopus 로고    scopus 로고
    • Combining Independent Component Analysis and Back propagation Neural Network for ECG Beat Classification
    • New York City, USA, Aug.30-Sept.3.
    • th IEEE EMBS Annual International Conference, New York City, USA, Aug.30-Sept.3. pp. 3090-3093.
    • (2006) th IEEE EMBS Annual International Conference , pp. 3090-3093
    • Yu, S.N.1    Chou, K.T.2
  • 8
    • 33846438201 scopus 로고    scopus 로고
    • Comparison of FCM, PCA and WT techniques for classification ECG arrhythmias using artificial neural network
    • Ceylan R. and Ozbay Y. 2007. Comparison of FCM, PCA and WT techniques for classification ECG arrhythmias using artificial neural network. Expert Systems with Applications. 33: 286-295.
    • (2007) Expert Systems with Applications. , vol.33 , pp. 286-295
    • Ceylan, R.1    Ozbay, Y.2
  • 11
    • 38649095183 scopus 로고    scopus 로고
    • Integration of independent component analysis and neural networks for ECG beat classification
    • Yu S.N. and Chou K.T. 2008. Integration of independent component analysis and neural networks for ECG beat classification. Expert Systems with Applications. 34: 2841-2846.
    • (2008) Expert Systems with Applications , vol.34 , pp. 2841-2846
    • Yu, S.N.1    Chou, K.T.2
  • 12
    • 6444240833 scopus 로고    scopus 로고
    • ECG beat classifier designed by combined neural network model
    • Guler I. and Ubeyli E. D. 2005. ECG beat classifier designed by combined neural network model. Pattern Recognition. 38: 199-208.
    • (2005) Pattern Recognition , vol.38 , pp. 199-208
    • Guler, I.1    Ubeyli, E.D.2
  • 13
    • 77949558369 scopus 로고    scopus 로고
    • Integration of FCM, PCA and Neural networks for classification of ECG Arrhythmias
    • IJCS_36_3_05, 01 August.
    • Dipti Patra and Smita Pradhan. 2009. Integration of FCM, PCA and Neural networks for classification of ECG Arrhythmias. IAENG International Journal of Computer Science, IJCS_36_3_05, 01 August. 36:3.
    • (2009) IAENG International Journal of Computer Science , vol.36 , pp. 3
    • Patra, D.1    Pradhan, S.2
  • 16
    • 34248190653 scopus 로고    scopus 로고
    • Electrocardiogram beat classification based on wavelet transformation and probabilistic neural network
    • Yu S. N. and Chen Y. H. 2007. Electrocardiogram beat classification based on wavelet transformation and probabilistic neural network. Pattern Recognition Letters. 28: 1142-1150.
    • (2007) Pattern Recognition Letters , vol.28 , pp. 1142-1150
    • Yu, S.N.1    Chen, Y.H.2
  • 18
    • 84859095507 scopus 로고    scopus 로고
    • Generic Feature Extraction for Classification using Fuzzy C - Means Clustering
    • 0- 7803 - 9588 - 3/05/$20.00 ©2005 IEEE.
    • Srinivasca K. G., Amrinder Singh, A. O. Thomas, Venugopal K. R. and L. M Patnaik. Generic Feature Extraction for Classification using Fuzzy C - Means Clustering. 0- 7803 - 9588 - 3/05/$20.00 ©2005 IEEE.
    • Srinivasca, K.G.1    Amrinder Singh, A.2    Thomas, O.3    Venugopal, K.R.4    Patnaik, L.M.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.