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Volumn , Issue , 2008, Pages

Selection of higher order subband features for ECG beat classification

Author keywords

[No Author keywords available]

Indexed keywords

BEAT CLASSIFICATION; BEAT SIGNALS; CORRELATION COEFFICIENT; DISCRIMINATION RATES; FEATURE DIMENSIONS; FEATURE REDUCTION; FEATURE SELECTION ALGORITHM; FEATURE SETS; FEEDFORWARD BACKPROPAGATION NEURAL NETWORKS; REDUNDANT FEATURES; SUBBANDS;

EID: 84863771628     PISSN: 22195491     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (3)

References (16)
  • 1
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    • ECG beat recognition using fuzzy hybrid neural network
    • S. Osowski and T. H. Linh, "ECG beat recognition using fuzzy hybrid neural network," IEEE Trans. Biomed. Eng. vol. 48, pp. 1265-1271, 2001.
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    • Osowski, S.1    Linh, T.H.2
  • 2
    • 5644259871 scopus 로고    scopus 로고
    • ECG beat classification using neuro-fuzzy network
    • M. Engin, "ECG beat classification using neuro-fuzzy network," Pattern Recognition Letters, vol. 25, pp. 1715-1722, 2004.
    • (2004) Pattern Recognition Letters , vol.25 , pp. 1715-1722
    • Engin, M.1
  • 3
    • 28844479643 scopus 로고    scopus 로고
    • A modified mixture of experts network structure for ECG beats classification with diverse features
    • İ. Güler and E. D. Übeyli, "A modified mixture of experts network structure for ECG beats classification with diverse features," Engineering Applications of Artificial Intelligence, vol. 18, pp. 845-856, 2005.
    • (2005) Engineering Applications of Artificial Intelligence , vol.18 , pp. 845-856
    • Güler, I.1    Übeyli, E.D.2
  • 4
    • 34248190653 scopus 로고    scopus 로고
    • Electrocardiogram beat classification based on wavelet transformation and probabilistic neural network
    • S.-N. Yu and Y.-H. Chen, "Electrocardiogram beat classification based on wavelet transformation and probabilistic neural network," Pattern Recognition Letters, vol. 28, pp. 1142-1150, 2007.
    • (2007) Pattern Recognition Letters , vol.28 , pp. 1142-1150
    • Yu, S.-N.1    Chen, Y.-H.2
  • 7
  • 10
    • 0028468293 scopus 로고
    • Using mutual information for selecting features in supervised neural net learning
    • R. Battiti, "Using mutual information for selecting features in supervised neural net learning," IEEE Trans. Neural Networks, vol. 5, pp. 537-550, 1994.
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    • Battiti, R.1
  • 11
    • 33645690579 scopus 로고    scopus 로고
    • Fast binary feature selection with conditional mutual information
    • F. Fleuret, "Fast binary feature selection with conditional mutual information," Journal of Machine Learning Research, vol. 5, pp. 1531-1555, 2004.
    • (2004) Journal of Machine Learning Research , vol.5 , pp. 1531-1555
    • Fleuret, F.1
  • 12
    • 1942451938 scopus 로고    scopus 로고
    • Feature selection for highdimensional data: A fast correlation-based filter solution
    • L. Yu and H. Liu, "Feature selection for highdimensional data: a fast correlation-based filter solution," in Proc. 20th Conf. Machine Learning, 2003.
    • (2003) Proc. 20th Conf. Machine Learning
    • Yu, L.1    Liu, H.2
  • 15
    • 0004254071 scopus 로고    scopus 로고
    • Physiobank Archieve Index, MIT-BIH Arrhythmia Database: http://www.physionet.org/physiobank/database/mitdb/.
    • MIT-BIH Arrhythmia Database
  • 16
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    • Subband features based on higher order statistics for ECG beat classification
    • Lyon, France, August 23-26
    • th Annual Int'l Conf. IEEE EMBS, Lyon, France, August 23-26, 2007, pp. 1859-1862.
    • (2007) th Annual Int'l Conf. IEEE EMBS , pp. 1859-1862
    • Chen, Y.-H.1    Yu, S.-N.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.