33 search results - page 2 / 7 » Classification Based on Consistent Itemset Rules |
CAEPIA
2003
Springer
13 years 10 months ago
2003
Springer
One of the most important tasks for determining association rules consists of calculating all the maximal frequent itemsets. Specifically, some methods to obtain these itemsets hav...
AI
2006
Springer
13 years 8 months ago
2006
Springer
This paper studies the problem of classification by using a concept lattice as a search space of classification rules. The left hand side of a classification rule is composed by a ...
IJFCS
2008
13 years 5 months ago
2008
In data mining applications, highly sized contexts are handled what usually results in a considerably large set of frequent itemsets, even for high values of the minimum support t...
IWSSD
2000
IEEE
13 years 9 months ago
2000
IEEE
The work presented in this paper is part of a large programme of research aimed at supporting consistency management of distributed documents on the World Wide Web. We describe an...
JMLR
2006
13 years 5 months ago
2006
The consistency of classification algorithm plays a central role in statistical learning theory. A consistent algorithm guarantees us that taking more samples essentially suffices...