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GFKL
2007
Springer
140views Data Mining» more  GFKL 2007»
13 years 10 months ago
A Pattern Based Data Mining Approach
Boris Delibasic, Kathrin Kirchner, Johannes Ruhlan...
KDD
1997
ACM
131views Data Mining» more  KDD 1997»
13 years 8 months ago
Discovery of Actionable Patterns in Databases: The Action Hierarchy Approach
An approach to defining actionability as a measure of interestingness of patterns is proposed. This approach is based on the concept of an action hierarchy which is defined as a t...
Gediminas Adomavicius, Alexander Tuzhilin
SDM
2007
SIAM
147views Data Mining» more  SDM 2007»
13 years 6 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
KDD
2006
ACM
136views Data Mining» more  KDD 2006»
14 years 5 months ago
Mining quantitative correlated patterns using an information-theoretic approach
Existing research on mining quantitative databases mainly focuses on mining associations. However, mining associations is too expensive to be practical in many cases. In this pape...
Yiping Ke, James Cheng, Wilfred Ng
DASFAA
2005
IEEE
137views Database» more  DASFAA 2005»
13 years 10 months ago
A General Approach to Mining Quality Pattern-Based Clusters from Microarray Data
Abstract. Pattern-based clustering has broad applications in microarray data analysis, customer segmentation, e-business data analysis, etc. However, pattern-based clustering often...
Daxin Jiang, Jian Pei, Aidong Zhang