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Volumn 18, Issue 11, 2006, Pages 1497-1511

On mining instance-centric classification rules

Author keywords

classification rule; classifier; Data mining; instance centric

Indexed keywords


EID: 85008008184     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2006.179     Document Type: Article
Times cited : (40)

References (34)
  • 2
    • 0027621699 scopus 로고
    • Mining Association Rules between Sets of Items in Large Databases
    • R. Agrawal, T. Imielinski, and A. Swami, “Mining Association Rules between Sets of Items in Large Databases,” Proc. ACM SIGMOD '93, 1993.
    • (1993) Proc. ACM SIGMOD '93
    • Agrawal, R.1    Imielinski, T.2    Swami, A.3
  • 6
    • 84962683765 scopus 로고
    • Towards Language Independent Automated Learning of Text Categorization Models
    • C. Apte, F. Damerau, and S.M. Weiss, “Towards Language Independent Automated Learning of Text Categorization Models,” Proc. ACM SIGIR '94, pp. 23–30, 1994.
    • (1994) Proc. ACM SIGIR '94 , pp. 23-30
    • Apte, C.1    Damerau, F.2    Weiss, S.M.3
  • 10
    • 84867926546 scopus 로고    scopus 로고
    • The Reuters-21578 (ModApte) Dataset
    • Dept. of Computer Science, Univ. of Alberta
    • S. Bergsma, “The Reuters-21578 (ModApte) Dataset,” Dept. of Computer Science, Univ. of Alberta, http://www.cs.ualberta.ca/ ~bergsma/650/, 2004.
    • (2004)
    • Bergsma, S.1
  • 11
    • 85008045555 scopus 로고    scopus 로고
    • Title Similarity-Based Feature Weighting for Text Categorization
    • CMPUT 650 Research Project Report, Dept. of Computer Science, Univ. of Alberta
    • S. Bergsma and D. Lin, “Title Similarity-Based Feature Weighting for Text Categorization,” CMPUT 650 Research Project Report, Dept. of Computer Science, Univ. of Alberta, 2004.
    • (2004)
    • Bergsma, S.1    Lin, D.2
  • 12
    • 70349306020 scopus 로고    scopus 로고
    • The LUCS-KDD Implementations of the FOIL, PRM, and CPAR Algorithms
    • Computer Science Dept., Univ. of Liverpool, U.K.
    • F. Coenen, “The LUCS-KDD Implementations of the FOIL, PRM, and CPAR Algorithms,” http://www.csc.liv.ac.uk/~frans/KDD/Software/FOIL-PRM-CPAR/foilPrmCpar.html, Computer Science Dept., Univ. of Liverpool, U.K., 2004.
    • (2004)
    • Coenen, F.1
  • 19
  • 23
    • 84957069814 scopus 로고    scopus 로고
    • Text Categorization with Support Vector Machines: Learning with Many Relevant Features
    • T. Joachims, “Text Categorization with Support Vector Machines: Learning with Many Relevant Features,” Proc. 10th European Conf. Machine Learning (ECML '98), pp. 137–142, 1998.
    • (1998) Proc. 10th European Conf. Machine Learning (ECML '98) , pp. 137-142
    • Joachims, T.1
  • 26
    • 1242352538 scopus 로고    scopus 로고
    • DeEPs: A New Instance-Based Discovery and Classification System
    • J. Li, G. Dong, K. Ramamohanarao, and L. Wong, “DeEPs: A New Instance-Based Discovery and Classification System,” Machine Learning, vol. 54, no. 2, 2004.
    • (2004) Machine Learning , vol.54 , Issue.2
    • Li, J.1    Dong, G.2    Ramamohanarao, K.3    Wong, L.4
  • 27
    • 78149313084 scopus 로고    scopus 로고
    • CMAR: Accurate and Efficient Classification Based on Multiple Class-Association Rules
    • W. Li, J. Han, and J. Pei, “CMAR: Accurate and Efficient Classification Based on Multiple Class-Association Rules,” Proc. Int'l Conf. Data Mining (ICDM '01), pp. 369–376, 2001.
    • (2001) Proc. Int'l Conf. Data Mining (ICDM '01) , pp. 369-376
    • Li, W.1    Han, J.2    Pei, J.3
  • 29
    • 0003500248 scopus 로고
    • C4.5: Programs for Machine Learning
    • Morgan Kaufman
    • J. Quinlan, C4.5: Programs for Machine Learning. Morgan Kaufman, 1993.
    • (1993)
    • Quinlan, J.1
  • 31
    • 2942625988 scopus 로고    scopus 로고
    • BAMBOO: Accelerating Closed Itemset Mining by Deeply Pushing the Length-Decreasing Support Constraint
    • J. Wang and G. Karypis, “BAMBOO: Accelerating Closed Itemset Mining by Deeply Pushing the Length-Decreasing Support Constraint,” Proc. Fourth SIAM Int'l Conf. Data Mining, 2004.
    • (2004) Proc. Fourth SIAM Int'l Conf. Data Mining
    • Wang, J.1    Karypis, G.2
  • 32
    • 27144441097 scopus 로고    scopus 로고
    • An Evaluation of Statistical Approaches to Text Categorization
    • Y. Yang, “An Evaluation of Statistical Approaches to Text Categorization,” Information Retrieval, vol. 1, nos. 1–2, 1999.
    • (1999) Information Retrieval , vol.1 , Issue.1-2
    • Yang, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.