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» A Framework for Data Mining Pattern Management
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KDD
2008
ACM
146views Data Mining» more  KDD 2008»
14 years 7 months ago
Constraint programming for itemset mining
The relationship between constraint-based mining and constraint programming is explored by showing how the typical constraints used in pattern mining can be formulated for use in ...
Luc De Raedt, Tias Guns, Siegfried Nijssen
KDD
2008
ACM
138views Data Mining» more  KDD 2008»
14 years 7 months ago
Quantitative evaluation of approximate frequent pattern mining algorithms
Traditional association mining algorithms use a strict definition of support that requires every item in a frequent itemset to occur in each supporting transaction. In real-life d...
Rohit Gupta, Gang Fang, Blayne Field, Michael Stei...
ICAART
2009
INSTICC
13 years 4 months ago
Data Type Management in a Data Mining Application Framework
Lauri Tuovinen, Perttu Laurinen, Juha Röning
DOLAP
2006
ACM
14 years 29 days ago
HYPE: mining hierarchical sequential patterns
Mining data warehouses is still an open problem as few approaches really take the specificities of this framework into account (e.g. multidimensionality, hierarchies, historized ...
Marc Plantevit, Anne Laurent, Maguelonne Teisseire
CINQ
2004
Springer
177views Database» more  CINQ 2004»
14 years 12 days ago
Generic Pattern Mining Via Data Mining Template Library
Frequent Pattern Mining (FPM) is a very powerful paradigm for mining informative and useful patterns in massive, complex datasets. In this paper we propose the Data Mining Templat...
Mohammed Javeed Zaki, Nilanjana De, Feng Gao, Paol...