Innovations in Bayesian Networks - Studies in Computational Intelligence
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Published By Springer Berlin Heidelberg

9783540850656, 9783540850663

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The Causal Interpretation of Bayesian Networks

Innovations in Bayesian Networks - Studies in Computational Intelligence ◽

10.1007/978-3-540-85066-3_4 ◽

2008 ◽

pp. 83-116 ◽

Cited By ~ 4

Author(s):

Kevin B. Korb ◽

Ann E. Nicholson

Keyword(s):

Bayesian Networks ◽

Causal Interpretation

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A Polemic for Bayesian Statistics

Innovations in Bayesian Networks - Studies in Computational Intelligence ◽

10.1007/978-3-540-85066-3_2 ◽

2008 ◽

pp. 7-32 ◽

Cited By ~ 2

Author(s):

Richard E. Neapolitan

Keyword(s):

Bayesian Statistics

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A Survey of First-Order Probabilistic Models

Innovations in Bayesian Networks - Studies in Computational Intelligence ◽

10.1007/978-3-540-85066-3_12 ◽

2008 ◽

pp. 289-317 ◽

Cited By ~ 11

Author(s):

Rodrigo de Salvo Braz ◽

Eyal Amir ◽

Dan Roth

Keyword(s):

Probabilistic Models ◽

First Order

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Toward a Generalized Bayesian Network

Innovations in Bayesian Networks - Studies in Computational Intelligence ◽

10.1007/978-3-540-85066-3_11 ◽

2008 ◽

pp. 281-288

Author(s):

Dawn E. Holmes

Keyword(s):

Bayesian Network

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An Information-Geometric Approach to Learning Bayesian Network Topologies from Data

Innovations in Bayesian Networks - Studies in Computational Intelligence ◽

10.1007/978-3-540-85066-3_8 ◽

2008 ◽

pp. 187-217 ◽

Cited By ~ 2

Author(s):

Eitel J. M. Lauría

Keyword(s):

Bayesian Network ◽

Geometric Approach ◽

Approach To Learning ◽

Network Topologies

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Modeling the Temporal Trend of the Daily Severity of an Outbreak Using Bayesian Networks

Innovations in Bayesian Networks - Studies in Computational Intelligence ◽

10.1007/978-3-540-85066-3_7 ◽

2008 ◽

pp. 169-185 ◽

Cited By ~ 1

Author(s):

Xia Jiang ◽

Michael M. Wagner ◽

Gregory F. Cooper

Keyword(s):

Bayesian Networks ◽

Temporal Trend

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An Introduction to Bayesian Networks and Their Contemporary Applications

Innovations in Bayesian Networks - Studies in Computational Intelligence ◽

10.1007/978-3-540-85066-3_5 ◽

2008 ◽

pp. 117-130 ◽

Cited By ~ 13

Author(s):

Daryle Niedermayer

Keyword(s):

Bayesian Networks

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A Tutorial on Learning with Bayesian Networks

Innovations in Bayesian Networks - Studies in Computational Intelligence ◽

10.1007/978-3-540-85066-3_3 ◽

2008 ◽

pp. 33-82 ◽

Cited By ~ 99

Author(s):

David Heckerman

Keyword(s):

Bayesian Networks

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Use of Explanation Trees to Describe the State Space of a Probabilistic-Based Abduction Problem

Innovations in Bayesian Networks - Studies in Computational Intelligence ◽

10.1007/978-3-540-85066-3_10 ◽

2008 ◽

pp. 251-280

Author(s):

M. Julia Flores ◽

José A. Gámez ◽

Serafín Moral

Keyword(s):

State Space ◽

The State

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Introduction to Bayesian Networks

Innovations in Bayesian Networks - Studies in Computational Intelligence ◽

10.1007/978-3-540-85066-3_1 ◽

2008 ◽

pp. 1-5 ◽

Cited By ~ 7

Author(s):

Dawn E. Holmes ◽

Lakhmi C. Jain

Keyword(s):

Bayesian Networks

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Innovations in Bayesian Networks - Studies in Computational IntelligenceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer Berlin Heidelberg

The Causal Interpretation of Bayesian Networks

A Polemic for Bayesian Statistics

A Survey of First-Order Probabilistic Models

Toward a Generalized Bayesian Network

An Information-Geometric Approach to Learning Bayesian Network Topologies from Data

Modeling the Temporal Trend of the Daily Severity of an Outbreak Using Bayesian Networks

An Introduction to Bayesian Networks and Their Contemporary Applications

A Tutorial on Learning with Bayesian Networks

Use of Explanation Trees to Describe the State Space of a Probabilistic-Based Abduction Problem

Introduction to Bayesian Networks

Innovations in Bayesian Networks - Studies in Computational Intelligence
Latest Publications