메뉴 건너뛰기




Volumn 2527, Issue , 2002, Pages 32-41

Incremental learning of tree augmented naive bayes classifiers

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; BATCH DATA PROCESSING; CLASSIFICATION (OF INFORMATION); CLASSIFIERS; FORESTRY; LEARNING SYSTEMS; SPAMMING; TREES (MATHEMATICS); LEARNING ALGORITHMS;

EID: 79952259589     PISSN: 03029743     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (12)

References (13)
  • 2
    • 0030124955 scopus 로고    scopus 로고
    • A guide to the literature on learning probabilistic networks from data
    • W. Buntine. A guide to the literature on learning probabilistic networks from data. IEEE Trans. On Knowledge And Data Engineering, 8:195-210, 1996.
    • (1996) IEEE Trans. on Knowledge and Data Engineering , vol.8 , pp. 195-210
    • Buntine, W.1
  • 3
    • 84949434688 scopus 로고    scopus 로고
    • Learning Bayesian belief network classifiers: Algorithms and system
    • Jie Cheng and Russell Greiner. Learning bayesian belief network classifiers: Algorithms and system. In Proceedings of the Canadian Conference on AI, pages 141-151, 2001.
    • (2001) Proceedings of the Canadian Conference on AI , pp. 141-151
    • Cheng, J.1    Greiner, R.2
  • 4
    • 84933530882 scopus 로고
    • Approximating discrete probability distributions with dependence trees
    • C.K. Chow and C.N. Liu. Approximating discrete probability distributions with dependence trees. IEEE Transactions on Information Teory, 14:462-467, 1968.
    • (1968) IEEE Transactions on Information Teory , vol.14 , pp. 462-467
    • Chow, C.K.1    Liu, C.N.2
  • 8
    • 0002610991 scopus 로고    scopus 로고
    • Learning augmented Bayesian classifiers: A comparison of distribution-based and classification-based approaches
    • FL Ft. Lauderdale, editor
    • E. Keogh and M. Pazzani. Learning augmented bayesian classifiers: A comparison of distribution-based and classification-based approaches. In FL Ft. Lauderdale, editor, Proceedings of the seventh International Workshop on Artificial Intelligence and Statistics, pages 225-230, 1999.
    • (1999) Proceedings of the Seventh International Workshop on Artificial Intelligence and Statistics , pp. 225-230
    • Keogh, E.1    Pazzani, M.2
  • 12
    • 0003408496 scopus 로고
    • Irvine, CA: University of California, Department of Information and Computer Science
    • P.M. Murphy and D.W. Aha. UCI repository of machine learning databases. http://www.ics.uci.edu/mlearn/MLRepository.html., 1994. Irvine, CA: University of California, Department of Information and Computer Science.
    • (1994) UCI Repository of Machine Learning Databases
    • Murphy, P.M.1    Aha, D.W.2
  • 13
    • 84986980101 scopus 로고
    • Sequential updating of conditional probabilities on directed graphical structures
    • D. J. Spiegelhalter and S. L. Lauritzen. Sequential updating of conditional probabilities on directed graphical structures. Networks, 20:579-605, 1990.
    • (1990) Networks , vol.20 , pp. 579-605
    • Spiegelhalter, D.J.1    Lauritzen, S.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.