An Efficient Algorithm for the Incremental Updation of Association Rules in Large Databases

Proceedings - 3rd International Conference on Knowledge Discovery and Data Mining, KDD 1997

Volumn , Issue , 1997, Pages 263-266

  Thomas, Shiby ^a   Bodagala, Sreenath ^a   Alsabti, Khaled ^a,b   Ranka, Sanjay ^a  

^a J Crayton Pruitt Family Department of Biomedical Engineering   (United States)

^b Syracuse University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; DATABASE SYSTEMS;

'CURRENT; IMPORTANT FEATURES; INCREMENTAL UPDATING; LARGE DATABASE; LARGE ITEMSET; NEGATIVE BORDERS; NON-TRIVIAL; TRANSACTION DATA; TRANSACTION DATABASE; UPDATING TECHNIQUES;

ASSOCIATION RULES;

EID: 85049125672     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. R. Agrawal, T. Imielinski, and A. Swami. Mining Association Rules between Sets of Items in Large Databases. In Proceedings of the ACM SIGMOD International Conference, May 1993.
2. R. Agrawal and R. Srikant. Fast Algorithms for Mining Association Rules. In Proceedings of the 20th VLDB, Santiago, Chile, September 1994.
3. D. W. Cheung, J. Han, V. T. Ng, and C. Y. Wong. Maintenance of Discovered Association Rules in Large Databases: An Incremental Updating Technique. In Proceedings of the 12th ICDE-, New Orleans, Louisiana, February 1996.
4. R. Feldman, Y. Aumann, A. Amir, and H. Mannila. Efficient Algorithms for Discovering Frequent Sets in Incremental Databases. In Proceedings of the 1997 SIGMOD Workshop on DMKD, Tucson, Arizona, May 1997.
5. H. Mannila and H. Toivonen. On an Algorithm for Finding all Interesting Sentences. In Cybernetics and Systems, Volume II, The 13th European Meeting on Cybernetics and Systems Research, Vienna, Austria, April 1996.
6. A. Savasere, B. Omiecinski, and S. Navathe. An Efficient Algorithm for Mining Association Rules in Large Databases. In Proceedings of the 21st VLDB, Zurich, Switzerland, September 1995.
7. Hannu Toivonen. Sampling Large Databases for Association Rules. In Proceedings of the 22nd VLDB, Mumbai(Bombay), India, September 1996.