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Volumn 3541, Issue , 2005, Pages 296-305

Between two extremes: Examining decompositions of the ensemble objective function

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION METHODS; ERROR ANALYSIS; FUNCTIONS; LEARNING SYSTEMS; OPTIMIZATION; PROBABILITY; REGRESSION ANALYSIS;

EID: 25444460435     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1007/11494683_30     Document Type: Conference Paper
Times cited : (8)

References (10)
  • 1
    • 10444221886 scopus 로고    scopus 로고
    • Diversity creation methods: A survey and categorisation
    • March
    • Gavin Brown, Jeremy Wyatt, Rachel Harris, and Xin Yao. Diversity creation methods: A survey and categorisation. Journal of Information Fusion, 6(1):5-20, March 2005.
    • (2005) Journal of Information Fusion , vol.6 , Issue.1 , pp. 5-20
    • Brown, G.1    Wyatt, J.2    Harris, R.3    Yao, X.4
  • 3
    • 0003483421 scopus 로고    scopus 로고
    • Bias, variance, 0-1 loss and the curse of dimensionality
    • Stanford University
    • J.H. Friedman. Bias, variance, 0-1 loss and the curse of dimensionality. Technical report, Stanford University, 1996.
    • (1996) Technical Report
    • Friedman, J.H.1
  • 4
    • 35248892506 scopus 로고    scopus 로고
    • Linear combiners for classifier fusion: Some theoretical and experimental results
    • Guildford, Surrey, June. Springer
    • Giorgio Fumera and Fabio Roli. Linear combiners for classifier fusion: Some theoretical and experimental results. In Proc. Int. Workshop on Multiple Classifier Systems (LNCS 2709), pages 74-83, Guildford, Surrey, June 2003. Springer.
    • (2003) Proc. Int. Workshop on Multiple Classifier Systems (LNCS) , vol.2709 , pp. 74-83
    • Fumera, G.1    Roli, F.2
  • 5
    • 0001942829 scopus 로고
    • Neural networks and the bias/variance dilemma
    • S. Geman, E. Bienenstock, and R. Doursat. Neural networks and the bias/variance dilemma. Neural Computation, 4(1):1-58, 1992.
    • (1992) Neural Computation , vol.4 , Issue.1 , pp. 1-58
    • Geman, S.1    Bienenstock, E.2    Doursat, R.3
  • 6
    • 84861262926 scopus 로고    scopus 로고
    • University College London Neural Network Group. The Elena Project. http://www.dice.ucl.ac.be/neural-nets/Research/Projects/ELENA/elena.htm.
  • 7
    • 85054435084 scopus 로고
    • Neural network ensembles, cross validation, and active learning
    • Anders Krogh and Jesper Vedelsby. Neural network ensembles, cross validation, and active learning. NIPS, 7:231-238, 1995.
    • (1995) NIPS , vol.7 , pp. 231-238
    • Krogh, A.1    Vedelsby, J.2
  • 9
    • 1942483371 scopus 로고    scopus 로고
    • PhD thesis, University College, The University of New South Wales, Australian Defence Force Academy, Canberra, Australia
    • Yong Liu. Negative Correlation Learning and Evolutionary Neural Network Ensembles. PhD thesis, University College, The University of New South Wales, Australian Defence Force Academy, Canberra, Australia, 1998.
    • (1998) Negative Correlation Learning and Evolutionary Neural Network Ensembles
    • Liu, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.