An improved multiple minimum support based approach to mine rare association rules

2009 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2009 - Proceedings

Volumn , Issue , 2009, Pages 340-347

  Kiran, R Uday ^a   Reddy, P Krishna ^a  

^a NONE

Author keywords

[No Author keywords available]

Indexed keywords

APRIORI; FREQUENT ITEMS; FREQUENT ITEMSETS; ITEM SETS; MINIMUM SUPPORT; MULTIPLE MINIMUM SUPPORTS; REAL-WORLD DATASETS;

ARTIFICIAL INTELLIGENCE; ASSOCIATIVE PROCESSING; MINING;

ASSOCIATION RULES;

EID: 67650505044     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIDM.2009.4938669     Document Type: Conference Paper

References (17)

1. Melli, G., Osmar, R. Z., and Kitts, B. "Introduction to the Special Issue on Successful Real-World Data Mining Applications.", SIGKDD Explorations, Volume 8, Issue 1, 2006.
2. Agrawal, R., Imielinski, T., and Swami, A. "Mining association rules between sets of items in large databases." SIGMOD, 1993, pp. 207-216.
3. Agrawal, R., and Srikanth, R. "Fast algorithms for mining association rules." VLDB, 1994.
4. Xu, R. "Survey of Clustering Algorithms.", IEEE Transactions on Neural Networks, Volume. 16, Number 3, May 2005.
5. Weiss, S., and Kulikowski, C. A. "Computer Systems that Learn: Classification and Prediction Methods from Statistics, Neural Nets, Machine Learning, and Expert Systems.", Morgan Kaufmann, 1991.
6. Weiss, G. M. "Mining With Rarity: A Unifying Framework.", SIGKDD Explorations, 2004, Vol. 6, Issue 1, pp. 7 - 19.
7. Jiawei, H., Jian, P., Yiwen, Y., and Runying, M. "Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach.", DMKD, 2004, pp. 53-87.
8. Rajanish, D., and Ambuj, M. "Fast Frequent Pattern Mining in Real- Time.", CSI, 2005, pp. 156 - 167.
9. Mannila, H. "Methods and Problems in Data Mining.", ICDT, 1997.
10. Liu, B., Hsu, W., and Ma, Y. "Mining Association Rules with Multiple Minimum Supports." SIGKDD Explorations, 1999.
11. Yun, H., Ha, D., Hwang, B., and Ryu K. H. "Mining association rules on significant rare data using relative support.", The Journal of Systems and Software 67, 2003, pp. 181-191.
12. Hahsler, M. "A Model-Based Frequency Constraint for Mining Associations from Transaction Data.", DMKD, Springer Science and Business Media, 2006, pp. 137-166. (Pubitemid 44352880)
13. Zhou, L., and Yau, S. "Association Rule and Quantitative Association Rule Mining among Infrequent Items.", MDM, 2007. pp. 156-167.
14. Hipp, J., Guntzer, U, Nakhaeizadeh, G. "Algorithms for Association Rule Mining A General Survey and Comparision.", SIGKDD, 2000, Volume 2, Issue 1, pp. 50-64.'
15. Lee, W., Stolfo, S., and Mok, K. W. "Mining audit data to build intrusion detection models." SIGKDD, 1998.
16. Tan, P., and Kumar, V. "Interestingness Measures for Association Patterns : A Perspective", SIGKDD, 2002.
17. Ross, S. M. "Introductory Statistics", Second Edition, Morgan kaufmann publishers, 2005.