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Volumn 16, Issue 6, 2005, Pages 1707-1710

Fast neural network ensemble learning via negative-correlation data correction

Author keywords

Distributed computing; Ensemble learning; Negative correlation (NC) learning

Indexed keywords

APPROXIMATION THEORY; DISTRIBUTED COMPUTER SYSTEMS; ERROR ANALYSIS; FUNCTIONS; LEARNING SYSTEMS; PARALLEL PROCESSING SYSTEMS;

EID: 28244489252     PISSN: 10459227     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNN.2005.852859     Document Type: Article
Times cited : (24)

References (6)
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    • Clemen, R.T.1    Winkler, R.L.2
  • 2
    • 0000926506 scopus 로고
    • "When networks disagree: Ensemble methods for hybrid neural networks"
    • R. J. Mammone, Ed. London, U.K.: Chapman & Hall
    • M. Perrone and L. N. Cooper, "When networks disagree: ensemble methods for hybrid neural networks," in Neural Networks for Speech and Image Processing, R. J. Mammone, Ed. London, U.K.: Chapman & Hall, 1993.
    • (1993) Neural Networks for Speech and Image Processing
    • Perrone, M.1    Cooper, L.N.2
  • 3
    • 0033280266 scopus 로고    scopus 로고
    • "Simultaneous training of negatively correlated neural networks in an ensemble"
    • Dec
    • Y. Liu and X. Yao, "Simultaneous training of negatively correlated neural networks in an ensemble," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 29, no. 6, pp. 716-725, Dec. 1999.
    • (1999) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.29 , Issue.6 , pp. 716-725
    • Liu, Y.1    Yao, X.2
  • 4
    • 0030367578 scopus 로고    scopus 로고
    • "Ensemble learning using decorrelated neural networks"
    • B. E. Rosen, "Ensemble learning using decorrelated neural networks," Connection Sci., vol. 8, pp. 373-384, 1996.
    • (1996) Connection Sci. , vol.8 , pp. 373-384
    • Rosen, B.E.1
  • 5
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    • "A tutorial on support vector regression"
    • A. Smola and B. Scholkopf, "A tutorial on support vector regression," Statist. Comput., vol. 14, pp. 199-222, 2004.
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    • Smola, A.1    Scholkopf, B.2
  • 6
    • 0042525838 scopus 로고    scopus 로고
    • "A constructive algorithm for training cooperative neural network ensembles"
    • Jul
    • M. Islam, X. Yao, and K. Murase, "A constructive algorithm for training cooperative neural network ensembles," IEEE Trans. Neural Netw., vol. 14, no. 4, pp. 820-834, Jul. 2003.
    • (2003) IEEE Trans. Neural Netw. , vol.14 , Issue.4 , pp. 820-834
    • Islam, M.1    Yao, X.2    Murase, K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.