WFIM: Weighted Frequent Itemset Mining with a weight range and a minimum weight

Proceedings of the 2005 SIAM International Conference on Data Mining, SDM 2005

Volumn , Issue , 2005, Pages 636-640

  Yun, Unil ^a   Leggett, John J ^a  

^a TEXAS A AND M UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ASSOCIATION RULES;

APRIORI ALGORITHMS; APRIORI-BASED ALGORITHMS; DOWNWARD CLOSURE PROPERTIES; FREQUENT ITEMSET MINING; MINIMUM SUPPORT; PATTERN GROWTH; WEIGHT CONSTRAINTS; WEIGHTED ASSOCIATION RULES;

DATA MINING;

EID: 84880087434     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1137/1.9781611972757.76     Document Type: Conference Paper

References (15)

1. Feng Tao, Weighted Association Rule Mining using Weighted Support and Significant framework. ACM SIGKDD, Aug 2003.
2. Wei Wang, Jiong Yang, Philip S. Yu, Efficient mining of weighted association rules (WAR), ACM SIGKDD, Aug 2000.
3. K. Wang, Y. He and J. Han, Mining Frequent Itemsets Using Support Constraints, VLDB, Sep 2000.
4. Bing Liu, Wynne Hsu, Yiming Ma, Mining Association Rules with Multiple Minimum Supports. ACM SIGKDD, June 1999.
5. C. H. Cai, Ada Wai-Chee Fu, C. H. Cheng, and W. W. Kwong. Mining association rules with weighted items. IDEAS, July 1998.
6. J. Han and Y. Fu, Mining Multiple-Level Association Rules in Large Databases, IEEE TKDE, September/October 1999, pp. 798-805.
7. Jiawei Han, Jian Pei, Yiwen Yin, Mining frequent patterns without candidate generation, ACM SIGMOD, May 2000.
8. Guimei Liu, Hongjun Lu, Yabo Xu, Jeffrey Xu Yu: Ascending Frequency Ordered Prefix-tree: Efficient Mining of Frequent Patterns. DASFAA 2003: 65-72.
9. Jian Pei, Jiawei Han, CLOSET: An Efficient Algorithm for Mining Frequent Closed Itemsets, DMKD, May 2000.
10. Jianyong Wang, Jiawei Han, Jian Pei, CLOSET+: searching for the best strategies for mining frequent closed itemsets, ACM SIGKDD, Aug 2003.
11. Zijian Zheng, Real World Performance of Association Rule Algorithms. ACM SIGKDD, 2001.
12. Bart Goethals, Mohammed J. Zaki, FIMI '03: Workshop on Frequent Itemset Mining Implementations. FIMI'03, 2003.
13. Rakesh Agrawal, Tomasz Imielinski, Arun Swami, Mining association rules between sets of items in large databases, ACM SIGMOD, May 1993.
14. Rakesh Agrawal, Ramakrishnan Srikant, Fast Algorithms for Mining Association Rules in Large Databases, VLDB, September, 1994.
15. http://www.ics.uci.edu/~mlearn/MLRepository.html.