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Volumn 5178 LNAI, Issue PART 2, 2008, Pages 758-765

Analyzing behavior of objective rule evaluation indices based on a correlation coefficient

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA HANDLING; KNOWLEDGE BASED SYSTEMS;

EID: 57749207000     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-85565-1_94     Document Type: Conference Paper
Times cited : (12)

References (20)
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    • Yao, Y. Y., Zhong. N.: An analysis of quantitative measures associated with rules. In: Zhong, N., Zhou, L. (eds.) PAKDD 1999. LNCS (LNAl), vol. 1574, pp. 479-488. Springer, Heidelberg (1999)
    • (1999) LNCS , vol.1574 , pp. 479-488
    • Yao, Y.Y.1    Zhong, N.2
  • 4
    • 0033207925 scopus 로고    scopus 로고
    • On rule interestingness measures
    • Freitas, A.A.: On rule interestingness measures. Knowledge-Based Systtems 12(5-6), 309-315 (1999)
    • (1999) Knowledge-Based Systtems , vol.12 , Issue.5-6 , pp. 309-315
    • Freitas, A.A.1
  • 5
    • 35648950495 scopus 로고    scopus 로고
    • Evaluation of rule interestingness measures in medical knowledge discovery in databases
    • Ohsaki, M., Abe, H., Yokoi, H., Tsumoto, S., Yamaguchi, T.: Evaluation of rule interestingness measures in medical knowledge discovery in databases. Artificial Intelligence in Medicine 41(3), 177-196 (2007)
    • (2007) Artificial Intelligence in Medicine , vol.41 , Issue.3 , pp. 177-196
    • Ohsaki, M.1    Abe, H.2    Yokoi, H.3    Tsumoto, S.4    Yamaguchi, T.5
  • 6
    • 0002192370 scopus 로고    scopus 로고
    • Explora: A Multipattern and Multistrategy Discovery Assistant
    • Fayyad, U.M, Piatetsky-Shapiro, G, Smyth, P, Uthurusamy, R, eds, AAAT/MTT Press, California
    • Fayyad, U.M., Piatetsky-Shapiro, G., Smyth, P., Uthurusamy, R. (eds.) : Explora: A Multipattern and Multistrategy Discovery Assistant. In: Advances in Knowledge Discovery and Data Mining, pp. 249-271. AAAT/MTT Press, California (1996)
    • (1996) Advances in Knowledge Discovery and Data Mining , pp. 249-271
  • 7
    • 57749170162 scopus 로고    scopus 로고
    • Ali, K., Manganaris, S., Srikant, R.: Partial classification using association rules. Tn: Proceedings of the International Conference on Knowledge Discovery and Data Mining KDD 1997, pp. 115-118 (1997)
    • Ali, K., Manganaris, S., Srikant, R.: Partial classification using association rules. Tn: Proceedings of the International Conference on Knowledge Discovery and Data Mining KDD 1997, pp. 115-118 (1997)
  • 10
    • 84958977509 scopus 로고
    • CCATIA: Clustering categorical attributes into interesting association rules
    • Wu, X, Kotagiri, R, Korb, K.B, eds, PAKDD 1998, Springer. Heidelberg
    • Gray, B., Orlowska, M.E.: CCATIA: Clustering categorical attributes into interesting association rules. In: Wu, X., Kotagiri, R., Korb, K.B. (eds.) PAKDD 1998. LNCS, vol. 1394. pp. 132-143. Springer. Heidelberg (1908)
    • (1908) LNCS , vol.1394 , pp. 132-143
    • Gray, B.1    Orlowska, M.E.2
  • 12
    • 0039443541 scopus 로고
    • Measures of association for cross classifications
    • Springer, Heidelberg
    • Goodman, L.A., Kruskal, W.H.: Measures of association for cross classifications. Springer Series in Statistics, vol. 1. Springer, Heidelberg (1979)
    • (1979) Springer Series in Statistics , vol.1
    • Goodman, L.A.1    Kruskal, W.H.2
  • 13
    • 0002947110 scopus 로고
    • Rule induction using information theory
    • Piatetsky-Shapiro, G, Frawley, W.J, eds, AAAI/MIT Press
    • Smyth, P., Goodman, R.M.: Rule induction using information theory. In: Piatetsky-Shapiro, G., Frawley, W.J. (eds.) Knowledge Discovery in Databases, pp. 159-176. AAAI/MIT Press (1991)
    • (1991) Knowledge Discovery in Databases , pp. 159-176
    • Smyth, P.1    Goodman, R.M.2
  • 14
    • 35048892175 scopus 로고    scopus 로고
    • Ohsaki, M., Kitaguchi, S., Kume, S., Yokoi, H., Yamaguchi, T.: Evaluation of rule interestingness measures with a clinical dataset on hepatitis. In: Boulicaut, J.-F., Esposito, F., Giannotti, F., Pedreschi, D. (eds.) PKDD 2004. LNCS (LNAI). 3202, pp. 362-373. Springer, Heidelberg (2004)
    • Ohsaki, M., Kitaguchi, S., Kume, S., Yokoi, H., Yamaguchi, T.: Evaluation of rule interestingness measures with a clinical dataset on hepatitis. In: Boulicaut, J.-F., Esposito, F., Giannotti, F., Pedreschi, D. (eds.) PKDD 2004. LNCS (LNAI). vol. 3202, pp. 362-373. Springer, Heidelberg (2004)
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    • Piatetsky-Shapiro, G.: Discovery, analysis and presentation of strong rules. In: Piatetsky-Shapiro, G., Frawley, W.J. (eds.) Knowledge Discovery in Databases, pp. 229-248. AAAI/MIT Press (1991)
    • Piatetsky-Shapiro, G.: Discovery, analysis and presentation of strong rules. In: Piatetsky-Shapiro, G., Frawley, W.J. (eds.) Knowledge Discovery in Databases, pp. 229-248. AAAI/MIT Press (1991)
  • 18
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    • Department of Information and Computer Science, University of California, Irvine
    • Hettich, S., Blake, C.L., Merz, C.J.: UCI repository of machine learning databases. Department of Information and Computer Science, University of California, Irvine (1998), http://www.ics.uci.edu/~mlearn/MLRepository.html
    • (1998) UCI repository of machine learning databases
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.