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Volumn 17, Issue 3, 2007, Pages 255-267

Wavelet/probabilistic neural networks for ECG beats classification

Author keywords

Electrocardiogram (ECG) beats; Probabilistic neural network (PNN); Wavelet coefficients

Indexed keywords

IMAGE CLASSIFICATION; NEURAL NETWORKS; PROBABILISTIC LOGICS; WAVELET TRANSFORMS;

EID: 34547475438     PISSN: 12100552     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (6)

References (13)
  • 1
    • 0025482241 scopus 로고
    • The wavelet transform, time-frequency localization and signal analysis
    • Daubechies I.: The wavelet transform, time-frequency localization and signal analysis, IEEE Transactions on Information Theory, 36, 5, 1990, pp. 961-1005.
    • (1990) IEEE Transactions on Information Theory , vol.36 , Issue.5 , pp. 961-1005
    • Daubechies, I.1
  • 2
    • 0036825521 scopus 로고    scopus 로고
    • On the use of the wavelet decomposition for time series prediction
    • Soltani S.: On the use of the wavelet decomposition for time series prediction, Neurocomputing, 48, 2002, pp. 267-277.
    • (2002) Neurocomputing , vol.48 , pp. 267-277
    • Soltani, S.1
  • 3
    • 0037145626 scopus 로고    scopus 로고
    • Feature extraction from ECG signals using wavelet transforms for disease diagnostics
    • Saxena S. C., Kumar V., Hamde S. T.: Feature extraction from ECG signals using wavelet transforms for disease diagnostics. International Journal of Systems Science, 33, 13, 2002, pp. 1073-1085.
    • (2002) International Journal of Systems Science , vol.33 , Issue.13 , pp. 1073-1085
    • Saxena, S.C.1    Kumar, V.2    Hamde, S.T.3
  • 5
    • 6444240833 scopus 로고    scopus 로고
    • ECG beat classifier designed by combined neural network model
    • G̈ler I., Ubeyli E. D.: ECG beat classifier designed by combined neural network model, Pattern Recognition, 38, 2, 2005, pp. 199-208.
    • (2005) Pattern Recognition , vol.38 , Issue.2 , pp. 199-208
    • G̈ler, I.1    Ubeyli, E.D.2
  • 8
    • 0036127473 scopus 로고    scopus 로고
    • Input feature selection for classification problems
    • Kwak N., Choi C-H.: Input feature selection for classification problems, IEEE Transactions on Neural Networks, 3, 1, 2002, pp. 143-159.
    • (2002) IEEE Transactions on Neural Networks , vol.3 , Issue.1 , pp. 143-159
    • Kwak, N.1    Choi, C.-H.2
  • 9
    • 27744513132 scopus 로고    scopus 로고
    • Feature extraction from Doppler ultrasound signals for automated diagnostic systems
    • Übeyli E. D., Güler I.: Feature extraction from Doppler ultrasound signals for automated diagnostic systems, Computers in Biology and Medicine, 35, 9, 2005, pp. 735-764.
    • (2005) Computers in Biology and Medicine , vol.35 , Issue.9 , pp. 735-764
    • Übeyli, E.D.1    Güler, I.2
  • 10
    • 14844283547 scopus 로고    scopus 로고
    • Physiobank, Physiotoolkit, and Physionet: Components of a New Research Resource for Complex Physiologic Signals
    • 23, pp, June 13
    • Goldberger A. L., Amaral L. A. N., Glass L., Hausdorff J. M., Ivanov P. Ch., Mark R. G., Mietus J. E., Moody G. B., Peng C. K., Stanley H. E.: Physiobank, Physiotoolkit, and Physionet: Components of a New Research Resource for Complex Physiologic Signals, Circulation, 101, 23, pp. e215-e220 [Circulation Electronic Pages; http://circ.ahajournals.org/cgi/content/full/101/ 23/e215]; 2000 (June 13).
    • (2000) Circulation , vol.101
    • Goldberger, A.L.1    Amaral, L.A.N.2    Glass, L.3    Hausdorff, J.M.4    Ivanov, P.C.5    Mark, R.G.6    Mietus, J.E.7    Moody, G.B.8    Peng, C.K.9    Stanley, H.E.10
  • 11
    • 0025206332 scopus 로고
    • Probabilistic neural networks
    • Specht D. F.: Probabilistic neural networks, Neural Networks, 3, 1, 1990, pp. 109-118.
    • (1990) Neural Networks , vol.3 , Issue.1 , pp. 109-118
    • Specht, D.F.1
  • 12
    • 0026188751 scopus 로고
    • Learning vector quantization for the probabilistic neural network
    • Burrascano P.: Learning vector quantization for the probabilistic neural network, IEEE Transactions on Neural Networks, 2, 4, 1991, pp. 458-461.
    • (1991) IEEE Transactions on Neural Networks , vol.2 , Issue.4 , pp. 458-461
    • Burrascano, P.1
  • 13
    • 33745184412 scopus 로고    scopus 로고
    • An expert system for detection of electrocardiographic changes in patients with partial epilepsy using wavelet-based neural networks
    • Güler I., Ubeyli E. D.: An expert system for detection of electrocardiographic changes in patients with partial epilepsy using wavelet-based neural networks, Expert Systems, 22, 2, 2005, pp. 62-71.
    • (2005) Expert Systems , vol.22 , Issue.2 , pp. 62-71
    • Güler, I.1    Ubeyli, E.D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.