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Volumn 5, Issue 1, 2000, Pages 887-891

Combining Constructive Neural Networks For Ensemble Classification

Author keywords

[No Author keywords available]

Indexed keywords

ENSEMBLE CLASSIFICATION; NEURAL NETWORK ENSEMBLE SIMULATOR (NNES);

EID: 1642378837     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (4)

References (12)
  • 2
    • 0000524365 scopus 로고    scopus 로고
    • Learning with ensembles: How over-fitting can be useful
    • D. S. Touretzky, M. C. Mozer, and M. E. Hasselmo, Eds. Cambridge, MA: MIT Press
    • P. Sollich and A. Krogh, "Learning with ensembles: How over-fitting can be useful," in Advances in Neural Information Processing Systems 8, D. S. Touretzky, M. C. Mozer, and M. E. Hasselmo, Eds. Cambridge, MA: MIT Press, 1996.
    • (1996) Advances in Neural Information Processing Systems , vol.8
    • Sollich, P.1    Krogh, A.2
  • 3
    • 85054435084 scopus 로고
    • Neural network ensembles, cross validation, and active learning
    • G. Tesauro, D. S. Touretzky, and T. K. Leen, Eds. Cambridge, MA: MIT Press
    • A. Krogh and J. Vedelsby, "Neural network ensembles, cross validation, and active learning," in Advances in Neural Information Processing Systems 7, G. Tesauro, D. S. Touretzky, and T. K. Leen, Eds. Cambridge, MA: MIT Press, 1995, pp. 231-238.
    • (1995) Advances in Neural Information Processing Systems , vol.7 , pp. 231-238
    • Krogh, A.1    Vedelsby, J.2
  • 4
    • 0039240492 scopus 로고    scopus 로고
    • Statistical mechanics of ensemble learning
    • A. Krogh and P. Sollich, "Statistical mechanics of ensemble learning," Physical Review, vol. E 55, pp. 811, 1997.
    • (1997) Physical Review , vol.55 E , pp. 811
    • Krogh, A.1    Sollich, P.2
  • 6
    • 0000155950 scopus 로고
    • The Cascade-Correlation learning architecture
    • D. S. Touretzky, Ed. Los Altos, CA: Morgan Kaufmann
    • S. E. Fahlman and C. Lebiere, "The Cascade-Correlation learning architecture," in Advances in Neural Information Processing Systems 2, D. S. Touretzky, Ed. Los Altos, CA: Morgan Kaufmann, 1990, pp. 524-532.
    • (1990) Advances in Neural Information Processing Systems , vol.2 , pp. 524-532
    • Fahlman, S.E.1    Lebiere, C.2
  • 9
    • 0029372769 scopus 로고
    • Methods for combining experts' probability assessments
    • R. A. Jacobs, "Methods for combining experts' probability assessments," Neural Computation, vol. 7, pp. 867-888, 1995.
    • (1995) Neural Computation , vol.7 , pp. 867-888
    • Jacobs, R.A.1
  • 10
    • 0026860706 scopus 로고
    • Methods of combining multiple classifiers and their applications to handwriting recognition
    • L. Xu, A. Krzyzak, and C. Y. Suen, "Methods of combining multiple classifiers and their applications to handwriting recognition," IEEE Transactions on Systems, Man, and Cybernetics, vol. 22, pp. 418-435, 1992.
    • (1992) IEEE Transactions on Systems, Man, and Cybernetics , vol.22 , pp. 418-435
    • Xu, L.1    Krzyzak, A.2    Suen, C.Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.