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» On Monotone Data Mining Languages
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KDD
2000
ACM
95views Data Mining» more  KDD 2000»
13 years 9 months ago
Hancock: a language for extracting signatures from data streams
Corinna Cortes, Kathleen Fisher, Daryl Pregibon, A...
PAKDD
2004
ACM
164views Data Mining» more  PAKDD 2004»
13 years 11 months ago
FP-Bonsai: The Art of Growing and Pruning Small FP-Trees
Abstract. In the context of mining frequent itemsets, numerous strategies have been proposed to push several types of constraints within the most well known algorithms. In this pap...
Francesco Bonchi, Bart Goethals
SDM
2007
SIAM
147views Data Mining» more  SDM 2007»
13 years 7 months ago
Constraint-Based Pattern Set Mining
Local pattern mining algorithms generate sets of patterns, which are typically not directly useful and have to be further processed before actual application or interpretation. Ra...
Luc De Raedt, Albrecht Zimmermann
SAC
2004
ACM
13 years 11 months ago
Mining dependence rules by finding largest itemset support quota
In the paper a new data mining algorithm for finding the most interesting dependence rules is described. Dependence rules are derived from the itemsets with support significantly ...
Alexandr A. Savinov