» » Bayesian Artificial Intelligence, Second Edition



Information of news
  • Author: sheva370
  • Date: 26-10-2013, 00:24
26-10-2013, 00:24

Bayesian Artificial Intelligence, Second Edition

Category: E-Books

Bayesian Artificial Intelligence, Second Edition
Bayesian Artificial Intelligence, 2nd Edition
English | 2011 | 491 Pages | ISBN: 1439815917 | PDF | 3,3 Mb

Updated and expanded, Bayesian Artificial Intelligence, Second Edition provides a practical and accessible introduction to the main concepts, foundation, and applications of Bayesian networks. It focuses on both the causal discovery of networks and Bayesian inference procedures. Adopting a causal interpretation of Bayesian networks, the authors discuss the use of Bayesian networks for causal modeling. They also draw on their own applied research to illustrate various applications of the technology.
New to the Second Edition
* New chapter on Bayesian network classifiers
* New section on object-oriented Bayesian networks
* New section that addresses foundational problems with causal discovery and Markov blanket discovery
* New section that covers methods of evaluating causal discovery programs
* Discussions of many common modeling errors
* New applications and case studies
* More coverage on the uses of causal interventions to understand and reason with causal Bayesian networks
Illustrated with real case studies, the second edition of this bestseller continues to cover the groundwork of Bayesian networks. It presents the elements of Bayesian network technology, automated causal discovery, and learning probabilities from data and shows how to employ these technologies to develop probabilistic expert systems.


Uploaded:
http://uploaded.net/file/8xtwww7a/9ntkf.Bayesian.Artificial.Intelligence.Second.Edition.rar

RapidGator:
http://rapidgator.net/file/79a33866a7cb1b6c9ed1e084a0696333/9ntkf.Bayesian.Artificial.Intelligence.Second.Edition.rar.html

uploaded


Rapidgator.net
Site BBcode/HTML Code:

Tags to an Article: Bayesian, Artificial, Intelligence, Second, Edition

Dear visitor, you went to the site as unregistered user.
We recommend you Sign up or Login to website under your name.
Information
Would you like to leave your comment? Please Login to your account to leave comments. Don't have an account? You can create a free account now.