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Volumn 64, Issue 1, 2008, Pages 171-197

A tree-projection-based algorithm for multi-label recurrent-item associative-classification rule generation

Author keywords

Association rules; Associative classification; Multi label rules; Recurrent item rules; Tree projection

Indexed keywords

ALGORITHMS; ASSOCIATION RULES; ASSOCIATIVE PROCESSING; DATA MINING; DATABASE SYSTEMS;

EID: 36049012235     PISSN: 0169023X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.datak.2007.05.006     Document Type: Article
Times cited : (29)

References (37)
  • 1
    • 36049033571 scopus 로고    scopus 로고
    • R. Agarwal, R. Srikant, Fast algorithms for mining association rules, in: Proceedings of the International Conference on Very Large Data Bases, 1994, pp. 487-499.
  • 3
    • 9444249344 scopus 로고    scopus 로고
    • E. Baralis, P. Garza, Majority classification by means of association rules, in: Knowledge Discovery in Databases: PKDD 2003, 2003, pp. 34-46.
  • 5
    • 36048975040 scopus 로고    scopus 로고
    • W.W. Cohen, Fast effective rule induction, in: Proceedings of the 12th International Conference on Machine Learning, July 1995, pp. 115-123.
  • 6
    • 0001345686 scopus 로고    scopus 로고
    • Context-sensitive learning methods for text categorization
    • Cohen W.W., and Singer Y. Context-sensitive learning methods for text categorization. ACM Transactions on Information Systems 17 2 (1999) 141-173
    • (1999) ACM Transactions on Information Systems , vol.17 , Issue.2 , pp. 141-173
    • Cohen, W.W.1    Singer, Y.2
  • 8
    • 35048837125 scopus 로고    scopus 로고
    • G. Dong, X. Zhang, L. Wong, J. Li, Caep: classification by aggregating emerging patterns, in: Discovery Science, 1999, pp. 30-42.
  • 9
    • 36048995187 scopus 로고    scopus 로고
    • E. Frank, I.H. Witten, Generating accurate rule sets without global optimization, in: Proceedings of the 15th International Conference on Machine Learning, 1998, pp. 144-151.
  • 10
    • 32344442862 scopus 로고    scopus 로고
    • B. Gao, T.-Y. Liu, G. Feng, T. Qin, Q.-S. Cheng, W.-Y. Ma, Hierarchical taxonomy preparation for text categorization using consistent bipartite spectral graph co-partitioning, IEEE Transactions on Knowledge and Data Engineering, Special Issue on Data Preparation (2005) 41-50.
  • 11
    • 2442695551 scopus 로고    scopus 로고
    • Parallel tree-projection-based sequence mining algorithms
    • Guralnik V., and Karypis G. Parallel tree-projection-based sequence mining algorithms. Parallel Computing 30 4 (2004) 443-472
    • (2004) Parallel Computing , vol.30 , Issue.4 , pp. 443-472
    • Guralnik, V.1    Karypis, G.2
  • 12
    • 0003372359 scopus 로고    scopus 로고
    • Mining frequent patterns by pattern-growth: methodology and implications
    • Han J., and Pei J. Mining frequent patterns by pattern-growth: methodology and implications. SIGKDD Explorations Newsletter 2 2 (2000) 14-20
    • (2000) SIGKDD Explorations Newsletter , vol.2 , Issue.2 , pp. 14-20
    • Han, J.1    Pei, J.2
  • 15
    • 2442449952 scopus 로고    scopus 로고
    • Mining frequent patterns without candidate generation: a frequent-pattern tree approach
    • Han J., Pei J., Yin Y., and Mao R. Mining frequent patterns without candidate generation: a frequent-pattern tree approach. Data Mining and Knowledge Discovery 8 1 (2004) 53-87
    • (2004) Data Mining and Knowledge Discovery , vol.8 , Issue.1 , pp. 53-87
    • Han, J.1    Pei, J.2    Yin, Y.3    Mao, R.4
  • 17
    • 0010713542 scopus 로고
    • Combinatorial representation of generalized fibonacci numbers
    • Klein S.T. Combinatorial representation of generalized fibonacci numbers. Fibonacci Quarterly 29 (1991) 124-131
    • (1991) Fibonacci Quarterly , vol.29 , pp. 124-131
    • Klein, S.T.1
  • 19
    • 78149313084 scopus 로고    scopus 로고
    • W. Li, J. Han, J. Pei, Cmar: accurate and efficient classification based on multiple class-association rules, in: Proceedings of the IEEE International Conference on Data Mining, 2001, pp. 369-376.
  • 20
    • 36048975039 scopus 로고    scopus 로고
    • B. Liu, W. Hsu, Y. Ma, Integrating classification and association rule mining, in: Knowledge Discovery and Data Mining, 1998, pp. 80-86.
  • 21
    • 36048973757 scopus 로고    scopus 로고
    • T.-Y. Liu, Y. Yang, H. Wan, H.-J. Zeng, Z. Chen, W.-Y. Ma, Support vector machines classification with very large scale taxonomy, SIGKDD Explorations, Special Issue on Text Mining and Natural Language Processing (2005).
  • 23
    • 36048986230 scopus 로고    scopus 로고
    • D. Newman, S. Hettich, C. Blake, C. Merz, Uci repository of machine learning databases, 1998.
  • 24
    • 36048984877 scopus 로고    scopus 로고
    • K. Ong, W. Ng, E. Lim, Mining multi-level rules with recurrent items using fp'-tree, in: Proceedings of the Third International Conference on Information, Communications and Signal Processing, Singapore, October 2001.
  • 25
    • 36049025437 scopus 로고    scopus 로고
    • J. Pei, Pattern-growth methods for frequent pattern mining, Ph.D. Thesis, Simon Fraser University, June 2002.
  • 27
    • 0001172265 scopus 로고
    • Learning logical definitions from relations
    • Quinlan J.R. Learning logical definitions from relations. Machine Learning 5 3 (1990) 239-266
    • (1990) Machine Learning , vol.5 , Issue.3 , pp. 239-266
    • Quinlan, J.R.1
  • 30
    • 0000431236 scopus 로고
    • Induction of logic programs: foil and related systems
    • Quinlan J.R., and Cameron-Jones R.M. Induction of logic programs: foil and related systems. New Generation Computing 13 3& 4 (1995) 287-312
    • (1995) New Generation Computing , vol.13 , Issue.3-4 , pp. 287-312
    • Quinlan, J.R.1    Cameron-Jones, R.M.2
  • 31
    • 33847298144 scopus 로고    scopus 로고
    • R. Rak, L. Kurgan, M. Reformat, Multi-label associative classification of medical documents from medline, in: Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005, pp. 177-184.
  • 34
    • 33746561819 scopus 로고    scopus 로고
    • F. Thabtah, P. Cowling, Y. Peng, Mcar: multi-class classification based on association rule, in: Proceedings of the Third ACS/IEEE International Conference on Computer Systems and Applications, 2005, pp. 33-39.
  • 35
    • 36048958410 scopus 로고    scopus 로고
    • X. Yin, J. Han, Cpar: classification based on predictive association rules, in: Proceedings of the Third SIAM International Conference on Data Mining (SDM'03), May 2003.
  • 36
    • 36048942552 scopus 로고    scopus 로고
    • O.R. Zaïane, M.-L. Antonie, Classifying text documents by associating terms with text categories, in: Proceedings of the 13th Australasian Database Conference, 2002, pp. 215-222.
  • 37
    • 36048953235 scopus 로고    scopus 로고
    • M.J. Zaki, S. Parthasarathy, M. Ogihara, W. Li, New algorithms for fast discovery of association rules, Technical Report, Rochester, NY, USA, 1997.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.