Itemset mining: A constraint programming perspective

The field of data mining has become accustomed to specifying constraints on patterns of interest. A large number of systems and techniques has been developed for solving such constraint-based mining problems, especially for mining itemsets. The approach taken in the field of data mining contrasts wi...

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Bibliographic Details
Published in:	Artificial intelligence Vol. 175; no. 12; pp. 1951 - 1983
Main Authors:	Guns, Tias, Nijssen, Siegfried, De Raedt, Luc
Format:	Journal Article
Language:	English
Published:	Oxford Elsevier B.V 01.08.2011 Elsevier
Subjects:	Applied sciences Artificial intelligence Computer science; control theory; systems Constraint programming Data mining Data processing. List processing. Character string processing Exact sciences and technology Expert systems Itemset mining Mathematical models Memory organisation. Data processing Mining Programming Software State of the art Tasks Data mining Itemset mining Constraint programming Data analysis Declarative language Algorithmics Constraint satisfaction Modeling Search algorithm Constrained optimization High level language Data field Electronic trade Artificial intelligence
ISSN:	0004-3702, 1872-7921
Online Access:	Get full text
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