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» Generalized Closed Itemsets for Association Rule Mining
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SIGKDD
2000
67views more  SIGKDD 2000»
15 years 1 months ago
Algorithms for Association Rule Mining - A General Survey and Comparison
Jochen Hipp, Ulrich Güntzer, Gholamreza Nakha...
KDD
1999
ACM
217views Data Mining» more  KDD 1999»
15 years 6 months ago
An Efficient Algorithm to Update Large Itemsets with Early Pruning
We present an efficient algorithm (UWEP) for updating large itemsets when new transactions are added to the set of old transactions. UWEP employs a dynamic lookahead strategy in u...
Necip Fazil Ayan, Abdullah Uz Tansel, M. Erol Arku...
103
Voted
JIS
2007
95views more  JIS 2007»
15 years 1 months ago
Combined association rules for dealing with missing values
With the rapid increase in the use of databases, the problem of missing values inevitably arises. The techniques developed to effectively recover these missing values should be hi...
Jau-Ji Shen, Chin-Chen Chang, Yu-Chiang Li
HAIS
2011
Springer
14 years 5 months ago
Evolving Temporal Fuzzy Association Rules from Quantitative Data with a Multi-Objective Evolutionary Algorithm
A novel method for mining association rules that are both quantitative and temporal using a multi-objective evolutionary algorithm is presented. This method successfully identifie...
Stephen G. Matthews, Mario A. Góngora, Adri...