메뉴 건너뛰기




Volumn 14, Issue 2-3, 2002, Pages 143-156

Concept lattice based composite classifiers for high predictability

Author keywords

Classification; Concept lattice; Na ve Bayes; Nearest neighbour algorithm

Indexed keywords

ALGORITHMS; DATA MINING; KNOWLEDGE BASED SYSTEMS; MATHEMATICAL MODELS;

EID: 0036555987     PISSN: 0952813X     EISSN: None     Source Type: Journal    
DOI: 10.1080/09528130210164206     Document Type: Article
Times cited : (18)

References (23)
  • 1
    • 0004267735 scopus 로고    scopus 로고
    • Dordrecht: Kluwer Academic Publishers
    • Aha, D.W., 1997, Lazy Learning (Dordrecht: Kluwer Academic Publishers).
    • (1997) Lazy Learning
    • Aha, D.W.1
  • 3
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman, L., 1996, Bagging predictors. Machine Learning, 24 (2): 123-140.
    • (1996) Machine Learning , vol.24 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 5
    • 0031269184 scopus 로고    scopus 로고
    • On the optimality of the simple Bayesian classifier under zero-one loss
    • Domingos, P., and Pazzani, M., 1997, On the optimality of the simple Bayesian classifier under zero-one loss. Machine Learning, 29 (2-3): 103-130.
    • (1997) Machine Learning , vol.29 , Issue.2-3 , pp. 103-130
    • Domingos, P.1    Pazzani, M.2
  • 7
    • 0002593344 scopus 로고
    • Multi-interval discretization of continuous-valued attributes for classification learning
    • Fayyad, U.M., and Irani, K.B., 1993, Multi-interval discretization of continuous-valued attributes for classification learning, In Proceedings of IJCAI-93, pp. 1022-1027.
    • (1993) Proceedings of IJCAI-93 , pp. 1022-1027
    • Fayyad, U.M.1    Irani, K.B.2
  • 8
    • 58149321460 scopus 로고    scopus 로고
    • Boosting a weak learning algorithm by majority
    • Freund, Y., 1996, Boosting a weak learning algorithm by majority. Information and Computation, 121 (2): 256-285.
    • (1996) Information and Computation , vol.121 , Issue.2 , pp. 256-285
    • Freund, Y.1
  • 16
    • 0025626022 scopus 로고
    • The multiclass metric problem in nearest neighbour discrimination rules
    • Myles, J.P., and Hand, D.J., 1990, The multiclass metric problem in nearest neighbour discrimination rules. Pattern Recognition, 23 (11): 1291-1297.
    • (1990) Pattern Recognition , vol.23 , Issue.11 , pp. 1291-1297
    • Myles, J.P.1    Hand, D.J.2
  • 17
    • 0012148966 scopus 로고    scopus 로고
    • Back from experimentation: A study of learning bias in LEGAL-E
    • University of Limburg, Maastricht
    • Njiwoua, P., and Mephu-Nguifo, E., 1996, Back from experimentation: a study of learning bias in LEGAL-E. In Proceedings of BENELEARN-96, University of Limburg, Maastricht, pp. 57-68.
    • (1996) Proceedings of BENELEARN-96 , pp. 57-68
    • Njiwoua, P.1    Mephu-Nguifo, E.2
  • 18
    • 0012192210 scopus 로고    scopus 로고
    • Efficient mining of association rules using closed itemset lattices
    • Pasquier, N., Bastide, J., Taouil, R., and Lakhal, L., 1999, Efficient mining of association rules using closed itemset lattices. Information Systems, 19 (4): 33-54.
    • (1999) Information Systems , vol.19 , Issue.4 , pp. 33-54
    • Pasquier, N.1    Bastide, J.2    Taouil, R.3    Lakhal, L.4
  • 20
    • 84948961361 scopus 로고
    • Learning classification rules using lattices
    • Extended Abstract, Berlin, Germany: Springe-Verlag
    • Sahami, M., 1995, Learning classification rules using lattices (Extended Abstract), In Proceedings of the Eighth European Conference on Machine Learning, Berlin, Germany: Springe-Verlag, pp. 343-346.
    • (1995) Proceedings of the Eighth European Conference on Machine Learning , pp. 343-346
    • Sahami, M.1
  • 21
    • 0019610270 scopus 로고
    • The optimal distance measure for nearest neighbour classification
    • Short, R.D., and Fukunaga, K., 1981, The optimal distance measure for nearest neighbour classification. IEEE Transactions on Information Theory, 27 (5): 622-627.
    • (1981) IEEE Transactions on Information Theory , vol.27 , Issue.5 , pp. 622-627
    • Short, R.D.1    Fukunaga, K.2
  • 22
    • 0000398336 scopus 로고
    • Restructuring lattice theory: An approach based on hierarchies of concepts
    • I. Rival (ed.) (Dordrecht: Reidel)
    • Wille, R., 1982, Restructuring lattice theory: an approach based on hierarchies of concepts. In I. Rival (ed.) Ordered Sets (Dordrecht: Reidel), pp. 445-470.
    • (1982) Ordered Sets , pp. 445-470
    • Wille, R.1
  • 23
    • 0034301677 scopus 로고    scopus 로고
    • Lazy learning of Bayesian rules
    • Zheng, Z., and Webb, G.I., 2000, Lazy learning of Bayesian rules. Machine Learning, 41 (1): 53-84.
    • (2000) Machine Learning , vol.41 , Issue.1 , pp. 53-84
    • Zheng, Z.1    Webb, G.I.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.