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» Domain-Driven, Actionable Knowledge Discovery
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EXPERT
2007
49views more  EXPERT 2007»
13 years 5 months ago
Domain-Driven, Actionable Knowledge Discovery
Longbing Cao, Chengqi Zhang, Qiang Yang, David Bel...
ISDA
2009
IEEE
13 years 12 months ago
From Local Patterns to Global Models: Towards Domain Driven Educational Process Mining
Educational process mining (EPM) aims at (i) constructing complete and compact educational process models that are able to reproduce all observed behavior (process model discovery...
Nikola Trcka, Mykola Pechenizkiy
ICDM
2008
IEEE
120views Data Mining» more  ICDM 2008»
13 years 11 months ago
Parameter Tuning for Differential Mining of String Patterns
Constraint-based mining has been proven to be extremely useful for supporting actionable pattern discovery. However, useful conjunctions of constraints that support domain driven ...
Jérémy Besson, Christophe Rigotti, I...
PAKDD
2005
ACM
103views Data Mining» more  PAKDD 2005»
13 years 10 months ago
Subgroup Discovery Techniques and Applications
This paper presents the advances in subgroup discovery and the ways to use subgroup discovery to generate actionable knowledge for decision support. Actionable knowledge is explici...
Nada Lavrac
ICDM
2009
IEEE
133views Data Mining» more  ICDM 2009»
13 years 3 months ago
Pattern Mining over Star Schemas in the Onto4AR Framework
Storing data according to the multidimensional model, in particular following star schemas, has demonstrated to be one of the most adequate forms to ease the exploration of data. ...
Cláudia Antunes