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Volumn 6678 LNAI, Issue PART 1, 2011, Pages 329-337

A hybrid approach for ECG classification based on particle swarm optimization and support vector machine

Author keywords

[No Author keywords available]

Indexed keywords

ELECTROCARDIOGRAPHY; INTELLIGENT SYSTEMS; SUPPORT VECTOR MACHINES; ARTIFICIAL INTELLIGENCE;

EID: 85038026858     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-21219-2_42     Document Type: Conference Paper
Times cited : (3)

References (15)
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    • Comparison of Extrasystolic ECG Signal Classifiers Using Discrete Wavelet Transforms
    • Froese, T., et al.: Comparison of Extrasystolic ECG Signal Classifiers Using Discrete Wavelet Transforms. Pattern Recognition Letters 27, 393-407 (2006)
    • (2006) Pattern Recognition Letters , vol.27 , pp. 393-407
    • Froese, T.1
  • 5
    • 0031238509 scopus 로고    scopus 로고
    • A Patient-adaptive ECG Beat Classifier Using Mixture of Experts Approach
    • Hu, Y.H., et al.: A Patient-adaptive ECG Beat Classifier Using Mixture of Experts Approach. IEEE Trans. Biomed. Eng. 44(9), 891-900 (1997)
    • (1997) IEEE Trans. Biomed. Eng. , vol.44 , Issue.9 , pp. 891-900
    • Hu, Y.H.1
  • 9
    • 50149117194 scopus 로고    scopus 로고
    • A Multilead Wavelet-Based ECG Delineator Based on the RMS Signal
    • Llamedo, M., Martinez, J., Laguna, P.: A Multilead Wavelet-Based ECG Delineator Based on the RMS Signal. Computers in Cardiology 33, 153-156 (2006)
    • (2006) Computers in Cardiology , vol.33 , pp. 153-156
    • Llamedo, M.1    Martinez, J.2    Laguna, P.3
  • 10
    • 0034478015 scopus 로고    scopus 로고
    • An Automated ECG Classification System Based on a Neuro-Fuzzy System
    • Lu, H.L., Ong, K., Chia, P.: An Automated ECG Classification System Based on a Neuro-Fuzzy System. Computers in Cardiology 27, 387-390 (2000)
    • (2000) Computers in Cardiology , vol.27 , pp. 387-390
    • Lu, H.L.1    Ong, K.2    Chia, P.3
  • 11
    • 35248812814 scopus 로고    scopus 로고
    • An Approach for ECG Classification Using Wavelets and Markov Model
    • Messadeg, D.J., Snani, C., Bedda, M.: An Approach for ECG Classification Using Wavelets and Markov Model. Inf. and Comm. Tech. 1, 1910-1913 (2006)
    • (2006) Inf. and Comm. Tech. , vol.1 , pp. 1910-1913
    • Messadeg, D.J.1    Snani, C.2    Bedda, M.3
  • 12
    • 0034774017 scopus 로고    scopus 로고
    • Beat Recognition Using Fuzzy Hybrid Neural Network
    • Osowski, S., et al.: Beat Recognition Using Fuzzy Hybrid Neural Network. IEEE Trans. Biomed. Eng. 48(11), 1265-1271 (2001)
    • (2001) IEEE Trans. Biomed. Eng. , vol.48 , Issue.11 , pp. 1265-1271
    • Osowski, S.1
  • 13
    • 1642265037 scopus 로고    scopus 로고
    • Support Vector Machines Based Expert System for Reliable Heartbeat Recognition
    • Osowski, S., et al.: Support Vector Machines Based Expert System for Reliable Heartbeat Recognition. IEEE Trans. Biomed. Eng. 51, 582-583 (2004)
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , pp. 582-583
    • Osowski, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.