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IJON
2006
48views more  IJON 2006»
15 years 6 months ago
An LVQ-based adaptive algorithm for learning from very small codebooks
José Salvador Sánchez, A. I. Marqu&e...
JMLR
2008
104views more  JMLR 2008»
15 years 6 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
CSDA
2007
76views more  CSDA 2007»
15 years 6 months ago
Robust learning from bites for data mining
Andreas Christmann, Ingo Steinwart, Mia Hubert