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Volumn 41, Issue 8, 2008, Pages 2665-2673

A 'No Panacea Theorem' for classifier combination

Author keywords

'No Free Lunch' theorems; Gaussian mixtures; Probability density functions

Indexed keywords

COMPUTATIONAL METHODS; GAUSSIAN DISTRIBUTION; PROBABILITY DENSITY FUNCTION; PROBLEM SOLVING;

EID: 42749086845     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2008.01.022     Document Type: Article
Times cited : (16)

References (13)
  • 1
    • 0001942829 scopus 로고
    • Neural networks and the bias/variance dilemma
    • Geman S., Bienenstock E., and Doursat R. Neural networks and the bias/variance dilemma. Neural Comput. 4 1 (1992) 1-58
    • (1992) Neural Comput. , vol.4 , Issue.1 , pp. 1-58
    • Geman, S.1    Bienenstock, E.2    Doursat, R.3
  • 2
    • 0030085913 scopus 로고    scopus 로고
    • Analysis of decision boundaries in linearly combined neural classifiers
    • Tumer K., and Ghosh J. Analysis of decision boundaries in linearly combined neural classifiers. Pattern Recognition 29 2 (1996) 341-348
    • (1996) Pattern Recognition , vol.29 , Issue.2 , pp. 341-348
    • Tumer, K.1    Ghosh, J.2
  • 5
    • 42749093344 scopus 로고    scopus 로고
    • D.H. Wolpert, W.G. Macready, No free lunch theorems for search, Technical Report SFI-TR-95-02-010, Santa Fe Institute, Santa Fe, NM, 1995.
    • D.H. Wolpert, W.G. Macready, No free lunch theorems for search, Technical Report SFI-TR-95-02-010, Santa Fe Institute, Santa Fe, NM, 1995.
  • 7
    • 42749083329 scopus 로고    scopus 로고
    • D.H. Wolpert, The supervised learning no-free-lunch theorems, Technical Report MS 269-01, NASA Ames Research Center, Moffett Field, CA, 2001.
    • D.H. Wolpert, The supervised learning no-free-lunch theorems, Technical Report MS 269-01, NASA Ames Research Center, Moffett Field, CA, 2001.
  • 11
    • 34047223581 scopus 로고    scopus 로고
    • R. Hu, R.I. Damper, A 'No Panacea Theorem' for multiple classifier combination, in: Proceedings of the 18th International Conference on Pattern Recognition, Hong Kong, China, 2006, pp. 1250-1253.
    • R. Hu, R.I. Damper, A 'No Panacea Theorem' for multiple classifier combination, in: Proceedings of the 18th International Conference on Pattern Recognition, Hong Kong, China, 2006, pp. 1250-1253.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.