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Volumn 21, Issue 7, 2008, Pages 530-534

A selective Bayes Classifier for classifying incomplete data based on gain ratio

Author keywords

Bayesian Classifiers; Feature selection; Gain ratio; Incomplete data

Indexed keywords

LEARNING SYSTEMS;

EID: 50949109918     PISSN: 09507051     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.knosys.2008.03.013     Document Type: Article
Times cited : (32)

References (13)
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    • R. Kohavi, B. Becker, D. Sommerfield, Improving simple Bayes, in: M. van Someren, G. Widmer (Eds.), Poster Papers of the ECML-97, Charles University, Prague, 1997, pp. 78-87.
  • 4
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    • Maximum likelihood from incomplete data via the EM algorithm (with discussion)
    • Dempster A.P., Laird D., and Rubin D. Maximum likelihood from incomplete data via the EM algorithm (with discussion). J. Royal Stat. Soc. Ser. B 39 (1977) 1-38
    • (1977) J. Royal Stat. Soc. Ser. B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, D.2    Rubin, D.3
  • 5
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    • Stochastic relaxation Gibbs distributions and the Bayesian restoration of images
    • Geman S., and Geman D. Stochastic relaxation Gibbs distributions and the Bayesian restoration of images. IEEE Trans. Pattern Anal. Mach. Intell. 6 (1984) 721-741
    • (1984) IEEE Trans. Pattern Anal. Mach. Intell. , vol.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 6
    • 50949118147 scopus 로고    scopus 로고
    • S. Russell, J. Binder, D. Koller, K. Kanazawa, Local learning in probabilistic networks with hidden variables, in: Proceedings of the IJCAI-95, Montreal, Quebec, Morgan, Kaufmann, San Francisco, CA, 1995, pp. 1146-1151.
    • S. Russell, J. Binder, D. Koller, K. Kanazawa, Local learning in probabilistic networks with hidden variables, in: Proceedings of the IJCAI-95, Montreal, Quebec, Morgan, Kaufmann, San Francisco, CA, 1995, pp. 1146-1151.
  • 8
    • 0000529827 scopus 로고
    • Learning in probabilistic expert systems
    • Bernardo J., Berger J., Dawid A.P., and Smith A.F.M. (Eds), Oxford University Press, Oxford, UK
    • Spiegelhalter D.J., and Cowell R.G. Learning in probabilistic expert systems. In: Bernardo J., Berger J., Dawid A.P., and Smith A.F.M. (Eds). Bayesian Statistics, vol. 4 (1992), Oxford University Press, Oxford, UK 447-466
    • (1992) Bayesian Statistics, vol. 4 , pp. 447-466
    • Spiegelhalter, D.J.1    Cowell, R.G.2
  • 10
    • 0035124121 scopus 로고    scopus 로고
    • Robust Bayes Classifiers
    • Ramoni M., and Sebastiani P. Robust Bayes Classifiers. Artif. Intell. 125 1-2 (2001) 209-226
    • (2001) Artif. Intell. , vol.125 , Issue.1-2 , pp. 209-226
    • Ramoni, M.1    Sebastiani, P.2
  • 13
    • 50949088314 scopus 로고    scopus 로고
    • S. Hettich, C.L. Blake, C.J. Merz, UCI Repository of machine learning databases, Department of Information and Computer Sciences, University of California, Irvine, CA, 1998. http//www.ics.uci.edu/~mlearn/MLRepository.html.
    • S. Hettich, C.L. Blake, C.J. Merz, UCI Repository of machine learning databases, Department of Information and Computer Sciences, University of California, Irvine, CA, 1998. http//www.ics.uci.edu/~mlearn/MLRepository.html.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.