메뉴 건너뛰기




Volumn 4571 LNAI, Issue , 2007, Pages 339-348

A novel rule ordering approach in classification association rule mining

Author keywords

Classification association rule mining; Classification association rules; Data mining; Rule ordering

Indexed keywords

ASSOCIATION RULES; CLASSIFICATION (OF INFORMATION); KNOWLEDGE BASED SYSTEMS; PROBLEM SOLVING; SUPPORT VECTOR MACHINES;

EID: 37249083440     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-73499-4_26     Document Type: Conference Paper
Times cited : (26)

References (17)
  • 3
    • 0013114804 scopus 로고    scopus 로고
    • Partial Classification using Association Rules
    • Heckerman, D, Mannila, H, Pregibon, D, Uthurusamy, R, eds, Newport Beach, California, August, AAAI Press, Menlo Park
    • Ali, K., Manganaris, S., Srikant, R.: Partial Classification using Association Rules. In: Heckerman, D., Mannila, H., Pregibon, D., Uthurusamy, R. (eds.) KDD-97. Proceedings of the Third International conference on Knowledge Discovery and Data Mining, Newport Beach, California, August 1997, pp. 115-118. AAAI Press, Menlo Park (1997)
    • (1997) KDD-97. Proceedings of the Third International conference on Knowledge Discovery and Data Mining , pp. 115-118
    • Ali, K.1    Manganaris, S.2    Srikant, R.3
  • 4
    • 0003408496 scopus 로고    scopus 로고
    • Department of Information and Computer Science, University of California, Irvine, CA, United States
    • Blake, C.L., Merz, C.J. : UCI Repository of Machine Learning Databases. Department of Information and Computer Science, University of California, Irvine, CA, United States (1998), http://www.ics.uci.edu/ mleam/MLRepository. html
    • (1998) UCI Repository of Machine Learning Databases
    • Blake, C.L.1    Merz, C.J.2
  • 5
    • 85015191605 scopus 로고
    • Rule Induction with CN2: Some Recent Improvement
    • Kodratoff, Y, ed, Machine Learning, EWSL-91, Springer, Heidelberg
    • Clark, P., Boswell, R.: Rule Induction with CN2: Some Recent Improvement. In: Kodratoff, Y. (ed.) Machine Learning - EWSL-91. LNCS, vol. 482, pp. 111-116. Springer, Heidelberg (1991)
    • (1991) LNCS , vol.482 , pp. 111-116
    • Clark, P.1    Boswell, R.2
  • 6
  • 7
    • 19544368961 scopus 로고    scopus 로고
    • An Evaluation of Approaches to Classification Rule Selection
    • Brighton, November, IEEE Computer Society Press, Los Alamitos
    • Coenen, F., Leng, P.: An Evaluation of Approaches to Classification Rule Selection. In: ICDM-04. Proceedings of the 4th IEEE International Conference on Data Mining, Brighton, November 2004, pp. 359-362. IEEE Computer Society Press, Los Alamitos (2004)
    • (2004) ICDM-04. Proceedings of the 4th IEEE International Conference on Data Mining , pp. 359-362
    • Coenen, F.1    Leng, P.2
  • 9
    • 26944467164 scopus 로고    scopus 로고
    • Threshold Tuning for Improved Classification Association Rule Mining
    • Ho, T.-B, Cheung, D, Liu, H, eds, PAKDD 2005, Springer, Heidelberg
    • Coenen, F., Leng, P., Zhang, L.: Threshold Tuning for Improved Classification Association Rule Mining. In: Ho, T.-B., Cheung, D., Liu, H. (eds.) PAKDD 2005. LNCS (LNAI), vol. 3518, pp. 216-225. Springer, Heidelberg (2005)
    • (2005) LNCS (LNAI , vol.3518 , pp. 216-225
    • Coenen, F.1    Leng, P.2    Zhang, L.3
  • 11
    • 0039253846 scopus 로고    scopus 로고
    • Mining Frequent Patterns without Candidate Generation
    • Chen, W, Naughton, J.F, Bernstein, P.A, eds, Dallas, TX, May, ACM Press, New York
    • Han, J., Pei, J., Yin, Y.: Mining Frequent Patterns without Candidate Generation. In: Chen, W., Naughton, J.F., Bernstein, P.A. (eds.) SIGMOD-00. Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, Dallas, TX, May 2000, pp. 1-12. ACM Press, New York (2000)
    • (2000) SIGMOD-00. Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data , pp. 1-12
    • Han, J.1    Pei, J.2    Yin, Y.3
  • 12
    • 84949207526 scopus 로고    scopus 로고
    • Rule Evaluation Measures: A Unifying View
    • Džeroski, S, Flach, P.A, eds, Inductive Logic Programming, Springer, Heidelberg
    • Lavrac, N., Flach, P., Zupan, B.: Rule Evaluation Measures: A Unifying View. In: Džeroski, S., Flach, P.A. (eds.) Inductive Logic Programming. LNCS (LNAI), vol. 1634, pp. 174-185. Springer, Heidelberg (1999)
    • (1999) LNCS (LNAI , vol.1634 , pp. 174-185
    • Lavrac, N.1    Flach, P.2    Zupan, B.3
  • 13
    • 78149313084 scopus 로고    scopus 로고
    • CMAR: Accurate and Efficient Classification based on Multiple Class-association Rules
    • Cercone, N, Lin, T.Y, Wu, X, eds, San Jose, November 29, December 2, IEEE Computer Society Press, Los Alamitos
    • Li, W., Han, J., Pei, J.: CMAR: Accurate and Efficient Classification based on Multiple Class-association Rules. In: Cercone, N., Lin, T.Y., Wu, X. (eds.) ICDM-01. Proceedings of the 2001 IEEE International Conference on Data Mining, San Jose, November 29 - December 2, 2001, pp. 369-376. IEEE Computer Society Press, Los Alamitos (2001)
    • (2001) ICDM-01. Proceedings of the 2001 IEEE International Conference on Data Mining , pp. 369-376
    • Li, W.1    Han, J.2    Pei, J.3
  • 14
    • 84948104699 scopus 로고    scopus 로고
    • Integrating Classification and Association Rule Mining
    • Agrawal, R, Stolorz, P.E, Piatetsky-Shapiro, G, eds, New York City, August, AAAI Press, Menlo Park
    • Liu, B., Hsu, W., Ma, Y.: Integrating Classification and Association Rule Mining. In: Agrawal, R., Stolorz, P.E., Piatetsky-Shapiro, G. (eds.) KDD-98. Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining, New York City, August 1998, pp. 80-86. AAAI Press, Menlo Park (1998)
    • (1998) KDD-98. Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining , pp. 80-86
    • Liu, B.1    Hsu, W.2    Ma, Y.3
  • 15
    • 37249050206 scopus 로고    scopus 로고
    • Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Francisco (1993)
    • Quinlan, J.R.: C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Francisco (1993)
  • 16
    • 8844252892 scopus 로고    scopus 로고
    • Quinlan, J.R., Cameron-Jones, R.M.: FOIL: A Midterm Report. In: Brazdil, P.B. (ed.) Machine Learning: ECML-93. LNCS, 667, pp. 3-20. Springer, Heidelberg (1993)
    • Quinlan, J.R., Cameron-Jones, R.M.: FOIL: A Midterm Report. In: Brazdil, P.B. (ed.) Machine Learning: ECML-93. LNCS, vol. 667, pp. 3-20. Springer, Heidelberg (1993)
  • 17
    • 11344262990 scopus 로고    scopus 로고
    • CPAR: Classification based on Predictive Association Rules
    • Barbara, D, Kamath, C, eds, San Francisco, May, SIAM, Philadelphia pp
    • Yin, X., Han, J.: CPAR: Classification based on Predictive Association Rules. In: Barbara, D., Kamath, C. (eds.) SDM-03. Proceedings of the Third SIAM International Conference on Data Mining, San Francisco, May 2003, SIAM, Philadelphia pp. 331-335 (2003)
    • (2003) SDM-03. Proceedings of the Third SIAM International Conference on Data Mining , pp. 331-335
    • Yin, X.1    Han, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.