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» Multi-relational Structural Bayesian Classifier
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63
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AIIA
2003
Springer
15 years 3 months ago
Multi-relational Structural Bayesian Classifier
Michelangelo Ceci, Annalisa Appice, Donato Malerba...
109
Voted
ICML
2004
IEEE
15 years 11 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
101
Voted
ML
2008
ACM
222views Machine Learning» more  ML 2008»
14 years 10 months ago
Boosted Bayesian network classifiers
The use of Bayesian networks for classification problems has received significant recent attention. Although computationally efficient, the standard maximum likelihood learning me...
Yushi Jing, Vladimir Pavlovic, James M. Rehg
103
Voted
CLA
2006
14 years 11 months ago
Towards an Iterative Classification Based on Concept Lattice
In this paper, we propose a generic description of the concept lattice as classifier in an iterative recognition process. We also present the development of a new structural signat...
Stéphanie Guillas, Karell Bertet, Jean-Marc...