262 search results - page 8 / 53 » Generalized Closed Itemsets for Association Rule Mining |
113
Voted
PKDD
2007
Springer
15 years 8 months ago
2007
Springer
Frequent itemset mining assists the data mining practitioner in searching for strongly associated items (and transactions) in large transaction databases. Since the number of frequ...
124
Voted
APIN
2006
15 years 1 months ago
2006
It is not an easy task to know a priori the most appropriate fuzzy sets that cover the domains of quantitative attributes for fuzzy association rules mining. In general, it is unre...
102
Voted
KDD
2010
ACM
15 years 5 months ago
2010
ACM
Concise representations of frequent itemsets sacrifice readability and direct interpretability by a data analyst of the concise patterns extracted. In this paper, we introduce an...
94
Voted
SAC
2010
ACM
15 years 7 months ago
2010
ACM
In this paper we propose a new and elegant approach toward the generalization of frequent itemset mining to the multirelational case. We define relational itemsets that contain i...
176
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SGAI
2010
Springer
14 years 11 months ago
2010
Springer
A novel framework for mining temporal association rules by discovering itemsets with a genetic algorithm is introduced. Metaheuristics have been applied to association rule mining,...