Sonsivri
 
*
Welcome, Guest. Please login or register.
Did you miss your activation email?
March 29, 2024, 12:07:17 12:07


Login with username, password and session length


Pages: [1]
Print
Author Topic: Bayesian Artificial Intelligence By Kevin B. Korb, Ann E. Nicholson  (Read 3578 times)
0 Members and 1 Guest are viewing this topic.
nidhisahu
Hero Member
*****
Offline Offline

Posts: 3837

Thank You
-Given: 8
-Receive: 5231

Because Knowledge Should Be Free for ALL


« on: April 12, 2011, 05:47:38 05:47 »



Bayesian Artificial Intelligence By Kevin B. Korb, Ann E. Nicholson
Publisher: C.R.C Press; 2 edition 2011 | 491 Pages | ISBN: 1439815917 | PDF | 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.

Links

http://depositfiles.com/files/7ta807wf7

http://www.filesonic.com/file/585655324
Logged

Vlsi@IIT
Pages: [1]
Print
Jump to:  


DISCLAIMER
WE DONT HOST ANY ILLEGAL FILES ON THE SERVER
USE CONTACT US TO REPORT ILLEGAL FILES
ADMINISTRATORS CANNOT BE HELD RESPONSIBLE FOR USERS POSTS AND LINKS

... Copyright © 2003-2999 Sonsivri.to ...
Powered by SMF 1.1.18 | SMF © 2006-2009, Simple Machines LLC | HarzeM Dilber MC