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Volumn 21, Issue 2, 1999, Pages 177-196

Design of hybrid architectures based on neural classifier and RBF pre-processing for ECG analysis

Author keywords

Computerized electrocardiography; Diagnostic classification; Fuzzy pre processing; Neural networks; Radial basis functions; Validation

Indexed keywords


EID: 0001201297     PISSN: 0888613X     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0888-613X(99)00015-8     Document Type: Article
Times cited : (12)

References (22)
  • 1
    • 0029270805 scopus 로고
    • Artificial neural networks for features extraction and multivariate data projection
    • [1] Jianchang Mao, A.K. Jain, Artificial neural networks for features extraction and multivariate data projection, IEEE Trans on Neural Networks 6 (1995) 296-317.
    • (1995) IEEE Trans on Neural Networks , vol.6 , pp. 296-317
    • Jianchang, M.1    Jain, A.K.2
  • 2
    • 38249004276 scopus 로고
    • On pattern categories and alternate realities
    • [2] L.N. Kanal, On pattern categories and alternate realities, Pattern Recognition Letters 14 (1993) 241-255.
    • (1993) Pattern Recognition Letters , vol.14 , pp. 241-255
    • Kanal, L.N.1
  • 5
    • 0024995975 scopus 로고
    • Methodology of ECG interpretation in the Padova program
    • [5] R. Degani, G. Bortolan, Methodology of ECG interpretation in the Padova program, Methods of Information in Medicine, 29 (1990) pp. 386-392.
    • (1990) Methods of Information in Medicine , vol.29 , pp. 386-392
    • Degani, R.1    Bortolan, G.2
  • 7
    • 0000517353 scopus 로고
    • Improving the performance of radial basis function networks by learning center locations
    • Morgan Kaufmann
    • [7] D. Wettschereck, T. Dietterich, Improving the performance of radial basis function networks by learning center locations, Advances Neural Information Processing Systems, Morgan Kaufmann, 4 (1992) pp. 1133-1140.
    • (1992) Advances Neural Information Processing Systems , vol.4 , pp. 1133-1140
    • Wettschereck, D.1    Dietterich, T.2
  • 8
    • 0000672424 scopus 로고
    • Fast learning in networks of locally tuned processing units
    • [8] J. Moody, C.J. Darken, Fast learning in networks of locally tuned processing units, Neural Computation 1 (1989) 281-294.
    • (1989) Neural Computation , vol.1 , pp. 281-294
    • Moody, J.1    Darken, C.J.2
  • 9
    • 0027266182 scopus 로고
    • Functional equivalence between radial basis function networks and fuzzy inference systems
    • [9] J.S.R. Jang, C.T. Sun, Functional equivalence between radial basis function networks and fuzzy inference systems, IEEE Trans. Neural Networks. 4 (1993) 156-159.
    • (1993) IEEE Trans. Neural Networks , vol.4 , pp. 156-159
    • Jang, J.S.R.1    Sun, C.T.2
  • 10
    • 0027601884 scopus 로고
    • ANFIS: Adaptive-network-based fuzzy inference systems
    • [10] J.S.R. Jang, ANFIS: Adaptive-network-based fuzzy inference systems, IEEE Trans. System Man Cybern. 23 (1993) 665-685.
    • (1993) IEEE Trans. System Man Cybern. , vol.23 , pp. 665-685
    • Jang, J.S.R.1
  • 12
    • 0040821533 scopus 로고
    • [12] Special Issue on the CSE Project (Common Standards for Quantitative Electrocardiography), Methods of Information in Medicine, 20, 1990.
    • (1990) Methods of Information in Medicine , vol.20
  • 13
    • 0028281153 scopus 로고
    • Diagnostic ECG classification based on neural networks
    • [13] G. Bortolan, J.L. Willems, Diagnostic ECG classification based on neural networks, J. Electrocardiology 26 (1994) 75-79.
    • (1994) J. Electrocardiology , vol.26 , pp. 75-79
    • Bortolan, G.1    Willems, J.L.2
  • 14
    • 0028800126 scopus 로고
    • Classification of arrhythmic events in ambulatory ECG, using artificial neural networks
    • [14] R. Silipo, M. Gori, C. Marchesi, Classification of arrhythmic events in ambulatory ECG, using artificial neural networks, Computers and Biomedical Research 28 (1995) 305-318.
    • (1995) Computers and Biomedical Research , vol.28 , pp. 305-318
    • Silipo, R.1    Gori, M.2    Marchesi, C.3
  • 15
    • 0023264058 scopus 로고
    • Comparison of multigroup logistic and linear discriminant ECG and VCG classification
    • [15] J.L. Willems, E. Lesaffre, Comparison of multigroup logistic and linear discriminant ECG and VCG classification, J. Electrocardiology 20 (1987) 83-92.
    • (1987) J. Electrocardiology , vol.20 , pp. 83-92
    • Willems, J.L.1    Lesaffre, E.2
  • 16
    • 0023197866 scopus 로고
    • Comparison of classification ability of the ECG and VCG
    • [16] J.L. Willems, E. Lesaffre, J. Pradens, Comparison of classification ability of the ECG and VCG, Am. J. Cardiology 59 (1987) 119-124.
    • (1987) Am. J. Cardiology , vol.59 , pp. 119-124
    • Willems, J.L.1    Lesaffre, E.2    Pradens, J.3
  • 18
    • 0024217514 scopus 로고
    • Measuring the certainty of a decision rule with applications in electrocardiography
    • [18] E. Lesaffre, J.L. Willems, Measuring the certainty of a decision rule with applications in electrocardiography, Methods of Informations in Medicine 27 (1988) 155-160.
    • (1988) Methods of Informations in Medicine , vol.27 , pp. 155-160
    • Lesaffre, E.1    Willems, J.L.2
  • 19
    • 0026627306 scopus 로고
    • ECG classification with neural networks and cluster analysis
    • [19] G. Bortolan, R. Degani, J. Willems, ECG classification with neural networks and cluster analysis, in: IEEE Comp. in Cardiology, 1991, pp. 177-180.
    • (1991) IEEE Comp. in Cardiology , pp. 177-180
    • Bortolan, G.1    Degani, R.2    Willems, J.3
  • 20
    • 0027662338 scopus 로고
    • Pruning Algorithms: A survey
    • [20] R. Reed, Pruning Algorithms: A survey, IEEE Trans. Neural Networks 4 (1993) 740-746.
    • (1993) IEEE Trans. Neural Networks , vol.4 , pp. 740-746
    • Reed, R.1
  • 21
    • 0030142737 scopus 로고    scopus 로고
    • Fuzzy pattern classification and the connectionist approach
    • [21] G. Bortolan, R. Silipo, C. Marchesi, Fuzzy pattern classification and the connectionist approach, Pattern Recognition Letters 17 (1996) 661-670.
    • (1996) Pattern Recognition Letters , vol.17 , pp. 661-670
    • Bortolan, G.1    Silipo, R.2    Marchesi, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.