Bayesian Network Technologies: Applications and Graphical Models

Bayesian Network Technologies: Applications and Graphical Models
Author: Mittal, Ankush
Publisher: IGI Global
Total Pages: 368
Release: 2007-03-31
Genre: Computers
ISBN: 159904143X
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"This book provides an excellent, well-balanced collection of areas where Bayesian networks have been successfully applied; it describes the underlying concepts of Bayesian Networks with the help of diverse applications, and theories that prove Bayesian networks valid"--Provided by publisher.


Bayesian Network Technologies: Applications and Graphical Models
Language: en
Pages: 368

Bayesian Network Technologies: Applications and Graphical Models

Authors: Mittal, Ankush
Categories: Computers
Type: BOOK - Published: 2007-03-31 - Publisher: IGI Global

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"This book provides an excellent, well-balanced collection of areas where Bayesian networks have been successfully applied; it describes the underlying concepts
Bayesian Networks
Language: en
Pages: 446

Bayesian Networks

Authors: Olivier Pourret
Categories: Mathematics
Type: BOOK - Published: 2008-04-30 - Publisher: John Wiley & Sons

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Bayesian Networks, the result of the convergence of artificial intelligence with statistics, are growing in popularity. Their versatility and modelling power is
Bayesian Networks and Decision Graphs
Language: en
Pages: 457

Bayesian Networks and Decision Graphs

Authors: Thomas Dyhre Nielsen
Categories: Science
Type: BOOK - Published: 2009-03-17 - Publisher: Springer Science & Business Media

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This is a brand new edition of an essential work on Bayesian networks and decision graphs. It is an introduction to probabilistic graphical models including Bay
Probabilistic Graphical Models
Language: en
Pages: 1270

Probabilistic Graphical Models

Authors: Daphne Koller
Categories: Computers
Type: BOOK - Published: 2009-07-31 - Publisher: MIT Press

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A general framework for constructing and using probabilistic models of complex systems that would enable a computer to use available information for making deci
Dynamic Bayesian Networks
Language: en
Pages: 105

Dynamic Bayesian Networks

Authors: Fouad Sabry
Categories: Computers
Type: BOOK - Published: 2023-07-01 - Publisher: One Billion Knowledgeable

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What Is Dynamic Bayesian Networks A Bayesian network (BN) is referred to as a Dynamic Bayesian Network (DBN), which is a network that ties variables to each oth