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» Model Reuse with Subgroup Discovery
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ICDM
2010
IEEE
147views Data Mining» more  ICDM 2010»
13 years 2 months ago
Subgroup Discovery Meets Bayesian Networks -- An Exceptional Model Mining Approach
Whenever a dataset has multiple discrete target variables, we want our algorithms to consider not only the variables themselves, but also the interdependencies between them. We pro...
Wouter Duivesteijn, Arno J. Knobbe, Ad Feelders, M...
JMLR
2010
117views more  JMLR 2010»
12 years 11 months ago
Exploiting the High Predictive Power of Multi-class Subgroups
Subgroup discovery aims at finding subsets of a population whose class distribution is significantly different from the overall distribution. A number of multi-class subgroup disc...
Tarek Abudawood, Peter A. Flach
DAGSTUHL
2004
13 years 6 months ago
Knowledge-Based Sampling for Subgroup Discovery
Subgroup discovery aims at finding interesting subsets of a classified example set that deviates from the overall distribution. The search is guided by a so-called utility function...
Martin Scholz
IJWIS
2008
107views more  IJWIS 2008»
13 years 4 months ago
Adaptive ontology re-use: finding and re-using sub-ontologies
Purpose The discovery of the "right" ontology or ontology part is a central ingredient for effective ontology re-use. We present an approach for supporting a form of ada...
Rodolfo Stecher, Claudia Niederée, Wolfgang...
IIWAS
2007
13 years 6 months ago
Sub-Ontology Discovery for Adaptive Re-use
: The discovery of the ”right” ontology or ontology part is a central ingredient for effective ontology re-use. We present an approach for supporting a form of adaptive re-use...
Rodolfo Stecher, Claudia Niederée, Wolfgang...