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Incremental Maintenance of Association Rules Based on Multiple Previously Mined Results.
- Source :
- Advanced Data Mining & Applications (9783540370253); 2006, p72-79, 8p
- Publication Year :
- 2006
-
Abstract
- Incrementally maintaining association rules based on two or more classes of frequent item sets may reduce the costs of scanning the original database remarkably. However, it was considered as a method of saving time with more storage spaces. It is suggested in this paper that all frequent item sets of several minimal supports can be stored in a table with a little additional storage, and a representation model is given. Based on this model, the paper systematically discusses the problem of incremental maintenance based on discovered association rules of several minimal supports. Theoretical analysis and experiments show that the approach makes full use of the previous results and reduces the complexity of incremental maintenance algorithms. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISBNs :
- 9783540370253
- Database :
- Complementary Index
- Journal :
- Advanced Data Mining & Applications (9783540370253)
- Publication Type :
- Book
- Accession number :
- 32864255
- Full Text :
- https://doi.org/10.1007/11811305_7