Advances in Probabilistic Graphical Models - Studies in Fuzziness and Soft Computing
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Published By Springer Berlin Heidelberg

9783540689942

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Multi-currency Influence Diagrams

Advances in Probabilistic Graphical Models - Studies in Fuzziness and Soft Computing ◽

10.1007/978-3-540-68996-6_13 ◽

2007 ◽

pp. 275-294 ◽

Author(s):

Søren Holbech Nielsen ◽

Thomas D. Nielsen ◽

Finn V. Jensen

Keyword(s):

Influence Diagrams

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A Review on Distinct Methods and Approaches to Perform Triangulation for Bayesian Networks

Advances in Probabilistic Graphical Models - Studies in Fuzziness and Soft Computing ◽

10.1007/978-3-540-68996-6_6 ◽

2007 ◽

pp. 127-152 ◽

Author(s):

M. Julia Flores ◽

José A. Gámez

Keyword(s):

Bayesian Networks

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The Role of Background Knowledge in Bayesian Classification

Advances in Probabilistic Graphical Models - Studies in Fuzziness and Soft Computing ◽

10.1007/978-3-540-68996-6_18 ◽

2007 ◽

pp. 377-396 ◽

Author(s):

Marcel van Gerven ◽

Peter J.F. Lucas

Keyword(s):

Background Knowledge ◽

Bayesian Classification

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Applications of HUGIN to Diagnosis and Control of Autonomous Vehicles

Advances in Probabilistic Graphical Models - Studies in Fuzziness and Soft Computing ◽

10.1007/978-3-540-68996-6_15 ◽

2007 ◽

pp. 313-332 ◽

Author(s):

Anders L. Madsen ◽

Uffe B. Kjærulff

Keyword(s):

Autonomous Vehicles ◽

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Learning Bayesian Networks with an Approximated MDL Score

Advances in Probabilistic Graphical Models - Studies in Fuzziness and Soft Computing ◽

10.1007/978-3-540-68996-6_10 ◽

2007 ◽

pp. 215-234

Author(s):

Josep Roure Alcobé

Keyword(s):

Bayesian Networks

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A Study on the Evolution of Bayesian Network Graph Structures

Advances in Probabilistic Graphical Models - Studies in Fuzziness and Soft Computing ◽

10.1007/978-3-540-68996-6_9 ◽

2007 ◽

pp. 193-213 ◽

Author(s):

Jorge Muruzábal ◽

Carlos Cotta

Keyword(s):

Bayesian Network ◽

Network Graph ◽

Graph Structures

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Learning and Validating Bayesian Network Models of Gene Networks

Advances in Probabilistic Graphical Models - Studies in Fuzziness and Soft Computing ◽

10.1007/978-3-540-68996-6_17 ◽

2007 ◽

pp. 359-375 ◽

Author(s):

Jose M. Peña ◽

Johan Björkegren ◽

Jesper Tegnér

Keyword(s):

Bayesian Network ◽

Gene Networks ◽

Network Models ◽

Bayesian Network Models

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Learning of Latent Class Models by Splitting and Merging Components

Advances in Probabilistic Graphical Models - Studies in Fuzziness and Soft Computing ◽

10.1007/978-3-540-68996-6_11 ◽

2007 ◽

pp. 235-251 ◽

Author(s):

Gytis Karčiauskas

Keyword(s):

Latent Class ◽

Latent Class Models ◽

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Markov Equivalence in Bayesian Networks

Advances in Probabilistic Graphical Models - Studies in Fuzziness and Soft Computing ◽

10.1007/978-3-540-68996-6_1 ◽

2007 ◽

pp. 3-38 ◽

Author(s):

Ildikó Flesch ◽

Peter J.F. Lucas

Keyword(s):

Bayesian Networks ◽

Markov Equivalence

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Decisiveness in Loopy Propagation

Advances in Probabilistic Graphical Models - Studies in Fuzziness and Soft Computing ◽

10.1007/978-3-540-68996-6_7 ◽

2007 ◽

pp. 153-173

Author(s):

Janneke H. Bolt ◽

Linda C. van der Gaag

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