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Volumn 36, Issue 3, 2009, Pages

Integration of Fcm, Pca and neural networks for classification of Ecg arrhythmias

Author keywords

Arrhythmias; Artificial neural network; ECG; Fuzzy C means clustering; Principal component analysis

Indexed keywords


EID: 77949558369     PISSN: 1819656X     EISSN: 18199224     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (42)

References (13)
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    • ECG beat recognition using fuzzy hybrid neural network
    • Osowski, S. & Linh, T. H., "ECG beat recognition using fuzzy hybrid neural network," IEEE Transaction on Biomedical Engineering, vol. 48, no. 11, pp. 1265-1271, 2001.
    • (2001) IEEE Transaction on Biomedical Engineering , vol.48 , Issue.11 , pp. 1265-1271
    • Osowski, S.1    Linh, T.H.2
  • 4
    • 0031293859 scopus 로고    scopus 로고
    • proceedings-19th annual international conference of the IEEE-EMBS
    • Wang, Z., He, Z., & Chen, J. Z., "Blind EGG separation using ICA neural networks," In proceedings-19th annual international conference of the IEEE-EMBS, Vol. 3, pp. 1351-1354, Chicago, USA, 1997.
    • (1997) Blind EGG separation using ICA neural networks , vol.3 , pp. 1351-1354
    • Wang, Z.1    He, Z.2    Chen, J.Z.3
  • 6
    • 38649095183 scopus 로고    scopus 로고
    • Integration of independent component analysis and neural networks for ECG beat classification
    • Yu, S.-N., & Chou, K.-T., "Integration of independent component analysis and neural networks for ECG beat classification," Expert Systems with Applications, vol. 34, pp. 2841-2846, 2008.
    • (2008) Expert Systems with Applications , vol.34 , pp. 2841-2846
    • Yu, S.-N.1    Chou, K.-T.2
  • 7
    • 33846438201 scopus 로고    scopus 로고
    • Comparision of FCM, PCA and WT techniques for classification ECG arrhythmias using artificial neural network
    • Ceylan, R. & Ozbay, Y.. "Comparision of FCM, PCA and WT techniques for classification ECG arrhythmias using artificial neural network," Expert Systems with Applications, vol. 33, pp. 286-295, 2007.
    • (2007) Expert Systems with Applications , vol.33 , pp. 286-295
    • Ceylan, R.1    Ozbay, Y.2
  • 11
    • 0032629347 scopus 로고    scopus 로고
    • Fast and robust fixed-point algorithms for independent component analysis
    • Hyvä rinen, A, "Fast and robust fixed-point algorithms for independent component analysis," IEEE Trans. on Neural Networks, vol. 10, pp. 626-634, 1999.
    • (1999) IEEE Trans. on Neural Networks , vol.10 , pp. 626-634
    • Hyvä rinen, A.1
  • 12
    • 0028416938 scopus 로고
    • Independent component analysis-A new concept?
    • Comm, P., "Independent component analysis-A new concept?," Signal Processing, vol. 36, pp. 287-314, 1994.
    • (1994) Signal Processing , vol.36 , pp. 287-314
    • Comm, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.