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Volumn , Issue , 2007, Pages

A brief performance evaluation of ECG feature extraction techniques for artificial neural network based classification

Author keywords

DFT; DWT; ECG; Feature extraction; MLP; PCA

Indexed keywords

ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; CLASSIFICATION (OF INFORMATION); DISCRETE FOURIER TRANSFORMS; DISCRETE WAVELET TRANSFORMS; ELECTRIC FAULT LOCATION; ELECTROCARDIOGRAPHY; ELECTROCHROMIC DEVICES; FINANCIAL DATA PROCESSING; FOURIER TRANSFORMS; LIGHTNING; NEURAL NETWORKS; PLASTIC PRODUCTS; PRINCIPAL COMPONENT ANALYSIS; SIGNAL PROCESSING; VEGETATION; WAVELET TRANSFORMS;

EID: 48649091547     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/TENCON.2007.4429096     Document Type: Conference Paper
Times cited : (20)

References (11)
  • 1
    • 48649110431 scopus 로고    scopus 로고
    • Fabian Vargas, Djones Lettin, Maria Cristina Felippetto de Castro, Marcello Macarthy, Electrocardiogram Pattern Recognition by Means of MLP Network and PCA: A Case Study on Equal Amount of Input Signal Types, IEEE, 2002
    • Fabian Vargas, Djones Lettin, Maria Cristina Felippetto de Castro, Marcello Macarthy, Electrocardiogram Pattern Recognition by Means of MLP Network and PCA: A Case Study on Equal Amount of Input Signal Types, IEEE, 2002
  • 2
    • 2342495326 scopus 로고    scopus 로고
    • Classification of ECG Arrhythmias using Multi-Resolution Analysis and Neural Networks
    • G. Krishna Prasad, J.S. Shambi, Classification of ECG Arrhythmias using Multi-Resolution Analysis and Neural Networks, IEEE, 2003
    • (2003) IEEE
    • Krishna Prasad, G.1    Shambi, J.S.2
  • 4
    • 0031215186 scopus 로고    scopus 로고
    • Neural Networks for signal processing applications: ECG classification
    • N. Mahalingam and D. Kumar, Neural Networks for signal processing applications: ECG classification, Australas. Phys Eng. Sci. Med., vol. 20, no 3, pp.147-151, 1997
    • (1997) Australas. Phys Eng. Sci. Med , vol.20 , Issue.3 , pp. 147-151
    • Mahalingam, N.1    Kumar, D.2
  • 8
    • 33644995117 scopus 로고    scopus 로고
    • Reynolds, the comparison of different feed forward neural network architectures for ECG signal diagnosis
    • Elsevier
    • H. Gholam Hosseini, D. Luo, K.J. Reynolds, the comparison of different feed forward neural network architectures for ECG signal diagnosis, Medical Engineering & Physics 28, pp.372-378, Elsevier, 2005
    • (2005) Medical Engineering & Physics 28 , pp. 372-378
    • Gholam, H.1    Hosseini, D.2    Luo, K.J.3
  • 9
    • 48649106342 scopus 로고    scopus 로고
    • http://ecg.mit.edu
  • 10
    • 48649095070 scopus 로고    scopus 로고
    • MATLAB MATHWORKS
    • MATLAB MATHWORKS. http://www.mathworks.com/


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.