Speed-up iterative frequent itemset mining with constraint changes

Proceedings - IEEE International Conference on Data Mining, ICDM

Volumn , Issue , 2002, Pages 107-114

  Cong, Gao ^a   Liu, Bing ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

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[No Author keywords available]

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EID: 2442485485     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. R. Agarwal, C. Aggarwal, and V. Prasad, A Tree Projection algorithm for generation of frequent itemsets. In J. Parallel and Distributed Computing, 2000.
2. th ICDE, 1998.
3. th VLDB, 1994.
4. R. J. Bayardo. Efficiently mining long patterns from database. In Proc. of the SIGMOD, 1998.
5. A. Bykowski, C. Rigotti. A condensed representation to find frequent patterns. In Proc. of PODS, 2001.
6. D. W. Cheung, J. Han, V. Ng, and C.Y. Wong. Maintenance of discovered association rules in large databases: An incremental updating technique. In Proc. of ICDE, 1996
7. G. Cong. B. Liu. Interactive mining of frequent itemsets with constraint changes. Technical report, National Univ. of Singapore, 2002.
8. nd SIGMOD workshop DMKD, 1997.
9. J. Han, J. Pei, and Y.Yin. Mining Frequent Patterns without Candidate Generation. In SIGMOD, 2000.
10. R. Ng, L.V.S. Lakshmanan, J.Han, and A.Pang. Exploratory mining and pruning optimizations of constrained association rules. In Proc. of SIGMOD, 1998.
11. S. Parthasarathy, M. J. Zaki, M. Ogihara, and S. Dwarkadas. Incremental and interactive sequence mining. In Proc. of the 8th CIKM, Kansas City, MO, USA, November 1999.
12. J. Pei, J. Han, and L.V.S.Lakshmanan. Mining frequent itemsets with convertible constraints. In Proc. ICDE, 2001.
13. R. Srikant, Q, Vu, and R. Agrawal. Mining association rules with item constraints. In Proc. of KDD, CA, 1997.
14. S. Thomas, S. Chakravarthy. Incremental mining of constrained associations. In HiPC2000.
15. S. Thomas, S. Bodagala, K. Alsabti, and S. Ranka. An efficient algorithm for the incremental updation of association rules in large databases. In Proc. KDD, 1997.
16. H. Toivonen. Sampling large databases for association rules. In Proc. of the 22th VLDB, 1996.