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Volumn , Issue , 2008, Pages 553-558

Arrhythmias classification with MLP neural network and statistical analysis

Author keywords

MLP neural network; Statistical classifier and cardiac arrhythmias; Three fold cross validation

Indexed keywords

ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; BACKPROPAGATION ALGORITHMS; CHLORINE COMPOUNDS; CLASSIFIERS; DISCRIMINANT ANALYSIS; IMAGE CLASSIFICATION; LEARNING SYSTEMS; NEURAL NETWORKS; SHRINKAGE; STATISTICAL METHODS; TECHNOLOGY;

EID: 51949090540     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICETET.2008.260     Document Type: Conference Paper
Times cited : (30)

References (15)
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    • August
    • G. Selvakumar, K. Boopathy Bagan, "An Efficient QRS Complex Detection Algorithm using Optimal Wavelet", WSEAS Transactions on Signal Processing, Volume 2, Issue 8, August 2006, pp. 1069-1073.
    • (2006) WSEAS Transactions on Signal Processing , vol.2 , Issue.8 , pp. 1069-1073
    • Selvakumar, G.1    Boopathy Bagan, K.2
  • 3
    • 34248190653 scopus 로고    scopus 로고
    • Sung-Nien Yu, Ying-Hsiang Chen, Electrocardiogram beat classification based on wavelet transformation and probabilistic neural network, periodical journal Pattern Recognition Letters, Elsevier Science Inc New York, NY, USA, 28 , Issue 10, July 2007, pp. 1142-1150.
    • Sung-Nien Yu, Ying-Hsiang Chen, "Electrocardiogram beat classification based on wavelet transformation and probabilistic neural network", periodical journal Pattern Recognition Letters, Elsevier Science Inc New York, NY, USA, Volume 28 , Issue 10, July 2007, pp. 1142-1150.
  • 5
    • 33846438201 scopus 로고    scopus 로고
    • Rahime, Ceylan, Yuksel and Ozbay, Comparison of FCM, PCA and WT techniques for classification ECG arrhythmias using artificial neural network, International Journal on Expert Systems with Applications 33 , Issue 2, August 2007, pp. 286-295.
    • Rahime, Ceylan, Yuksel and Ozbay, "Comparison of FCM, PCA and WT techniques for classification ECG arrhythmias using artificial neural network", International Journal on Expert Systems with Applications Volume 33 , Issue 2, August 2007, pp. 286-295.
  • 6
    • 27644465212 scopus 로고    scopus 로고
    • A quantitative analysis approach for cardiac arrhythmia classification using higher order spectral techniques
    • November
    • Labib Khadra, Amjed S. Al-Fahoum, and Saed Binajjaj, "A quantitative analysis approach for cardiac arrhythmia classification using higher order spectral techniques", IEEE Transactions on Biomedical Engineering, Vol. 52, No. 11, November 2005, pp. 1840-1845.
    • (2005) IEEE Transactions on Biomedical Engineering , vol.52 , Issue.11 , pp. 1840-1845
    • Khadra, L.1    Al-Fahoum, A.S.2    Binajjaj, S.3
  • 9
    • 51949109696 scopus 로고    scopus 로고
    • C.L. Blake, C.J. Merz. UCI repository of machine learning databases. (http://www.ics.uci.edu/~mlearn/MLRepository.htm).Irvine, CA: University of California, Department of Information and Computer Sciences. 1998.Acessed in July 2004.
    • C.L. Blake, C.J. Merz. UCI repository of machine learning databases. (http://www.ics.uci.edu/~mlearn/MLRepository.htm).Irvine, CA: University of California, Department of Information and Computer Sciences. 1998.Acessed in July 2004.
  • 10
    • 0034889261 scopus 로고    scopus 로고
    • Yang Wang, Yi.- Sheng Zhu, Nitish V. Thakor, and Yu-Hong Xu, A Short Time Multifractal Approach for Arrhythmia Detection Based on Fuzzy Neural Network, IEEE Transactions on Biomedical Engineering, 48, No. 9, 2001, pp. 989-995.
    • Yang Wang, Yi.- Sheng Zhu, Nitish V. Thakor, and Yu-Hong Xu, "A Short Time Multifractal Approach for Arrhythmia Detection Based on Fuzzy Neural Network", IEEE Transactions on Biomedical Engineering, Vol. 48, No. 9, 2001, pp. 989-995.
  • 11
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    • Bortolan, G. Jekova, I. Christov, Comparison of four methods for premature ventricular contraction and normal beat clustering, Computers in Cardiology, September 2005 pp. 921-924
    • Bortolan, G. Jekova, I. Christov, "Comparison of four methods for premature ventricular contraction and normal beat clustering", Computers in Cardiology, September 2005 pp. 921-924


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.