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IJON
2006
95views more  IJON 2006»
15 years 5 months ago
Generalized relevance LVQ (GRLVQ) with correlation measures for gene expression analysis
A correlation-based similarity measure is derived for generalized relevance learning vector quantization (GRLVQ). The resulting GRLVQ-C classifier makes Pearson correlation availa...
Marc Strickert, Udo Seiffert, Nese Sreenivasulu, W...
112
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ICML
2003
IEEE
16 years 6 months ago
Perceptron Based Learning with Example Dependent and Noisy Costs
Peter Geibel, Fritz Wysotzki
CVPR
2012
IEEE
13 years 8 months ago
Meta-class features for large-scale object categorization on a budget
In this paper we introduce a novel image descriptor enabling accurate object categorization even with linear models. Akin to the popular attribute descriptors, our feature vector ...
Alessandro Bergamo, Lorenzo Torresani
ICML
2004
IEEE
16 years 6 months ago
Learning Bayesian network classifiers by maximizing conditional likelihood
Bayesian networks are a powerful probabilistic representation, and their use for classification has received considerable attention. However, they tend to perform poorly when lear...
Daniel Grossman, Pedro Domingos
MLG
2007
Springer
16 years 8 hour ago
The Cost of Learning Directed Cuts
Thomas Gärtner, Gemma C. Garriga