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Volumn 1327, Issue , 1997, Pages 1023-1028

Building high performant classifiers by integrating bayesian learning, mutual information and committee techniques - A case study in time series prediction

Author keywords

[No Author keywords available]

Indexed keywords

COMMERCE; ELECTRONIC TRADING; FORECASTING; HEURISTIC ALGORITHMS; NEURAL NETWORKS; OPTIMIZATION; TIME SERIES;

EID: 84956663327     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/bfb0020287     Document Type: Conference Paper
Times cited : (1)

References (14)
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    • Baum, E.B.1    Haussler, D.2
  • 3
    • 0002690573 scopus 로고
    • Selecting Input Variables Using Mutual Information and Nonparametric Density Estimation
    • Taiwan
    • B.V. Bonnlander and A.S. Weigend. Selecting Input Variables Using Mutual Information and Nonparametric Density Estimation. Proceedings of the ISANN '94, Taiwan, pages p.42-50, 1994.
    • (1994) Proceedings of the ISANN '94 , pp. 42-50
    • Bonnlander, B.V.1    Weigend, A.S.2
  • 7
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    • Introduction to Statistical Pattern Recognition. Acad
    • K. Fukunaga. Introduction to Statistical Pattern Recognition. Acad. Press, 1990.
    • (1990) Press
    • Fukunaga, K.1
  • 8
    • 84889078229 scopus 로고    scopus 로고
    • Improving neural prediction systems using independent committees
    • Springer
    • S. Gutjahr. Improving neural prediction systems using independent committees. In Proceedings of the NNCM '96. Springer, 1996.
    • (1996) Proceedings of the NNCM '96
    • Gutjahr, S.1
  • 12
    • 27644501247 scopus 로고    scopus 로고
    • A Comparative Study of Neural Network Optimization Techniques
    • Norwich, UK
    • T. Ragg and H. Braun. A Comparative Study of Neural Network Optimization Techniques. In Proceedings of the ICANNGA 97, Norwich, UK, 1997.
    • (1997) Proceedings of the ICANNGA 97
    • Ragg, T.1    Braun, H.2
  • 13
    • 84943274699 scopus 로고
    • A Direct Adaptive Method for Faster Backpropagation Learning: The RPROP Algorithm
    • M. Riedmiller and H. Braun. A Direct Adaptive Method for Faster Backpropagation Learning: The RPROP Algorithm. In Proceedings of the ICNN, 1993.
    • (1993) Proceedings of the ICNN
    • Riedmiller, M.1    Braun, H.2
  • 14
    • 84940644968 scopus 로고
    • A mathematical theory of communication
    • C.E. Shannon. A mathematical theory of communication. Bell Sys. Tech. Journal, 27:379-423, 1948
    • (1948) Bell Sys. Tech. Journal , vol.27 , pp. 379-423
    • Shannon, C.E.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.