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JMLR
2008
104views more  JMLR 2008»
15 years 4 months ago
Learning Reliable Classifiers From Small or Incomplete Data Sets: The Naive Credal Classifier 2
In this paper, the naive credal classifier, which is a set-valued counterpart of naive Bayes, is extended to a general and flexible treatment of incomplete data, yielding a new cl...
Giorgio Corani, Marco Zaffalon
JMLR
2006
78views more  JMLR 2006»
15 years 4 months ago
Learning Minimum Volume Sets
Given a probability measure P and a reference measure
Clayton Scott, Robert D. Nowak
ETS
2007
IEEE
62views Hardware» more  ETS 2007»
15 years 4 months ago
Ontologies for Effective Use of Context in e-Learning Settings
Jelena Jovanovic, Dragan Gasevic, Colin Knight, Gr...
115
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CI
2004
171views more  CI 2004»
15 years 4 months ago
A Multiple Resampling Method for Learning from Imbalanced Data Sets
Andrew Estabrooks, Taeho Jo, Nathalie Japkowicz