Bayesian Networks Learning

Approximation Methods for Efficient Learning of Bayesian Networks [Repost]

C. Riggelsen - Approximation Methods for Efficient Learning of Bayesian Networks
Published: 2008-01-15 | ISBN: 1586038214 | PDF | 148 pages | 1.27 MB
Approximation Methods for Efficient Learning of Bayesian Networks (repost)

Carsten Riggelsen - Approximation Methods for Efficient Learning of Bayesian Networks
English | 2008-01-15 | ISBN: 1586038214 | PDF | 148 pages | 1.27 MB

This publication offers and investigates efficient Monte Carlo simulation methods in order to realize a Bayesian approach to approximate learning of Bayesian networks from both complete and incomplete data. For large amounts of incomplete data when Monte Carlo methods are inefficient, approximations are implemented, such that learning remains feasible, albeit non-Bayesian. Topics discussed are; basic concepts about probabilities, graph theory and conditional independence; Bayesian network learning from data; Monte Carlo simulation techniques; and the concept of incomplete data.

Learning Bayesian Networks (Artificial Intelligence)  

Posted by rainbowl76 at Jan. 13, 2009
Learning Bayesian Networks (Artificial Intelligence)

Learning Bayesian Networks (Artificial Intelligence)
Prentice Hall | 2003-04-06 | ISBN: 0130125342 | 678pages | PDF | 3.5MB
Advanced Methodologies for Bayesian Networks: Second International Workshop, AMBN 2015

Joe Suzuki and Maomi Ueno, "Advanced Methodologies for Bayesian Networks: Second International Workshop, AMBN 2015"
English | ISBN: 3319283782 | 2016 | 284 pages | PDF | 15 MB

Bayesian Networks and Decision Graphs  

Posted by step778 at Jan. 29, 2016
Bayesian Networks and Decision Graphs

Thomas Dyhre Nielsen, Finn Verner Jensen, "Bayesian Networks and Decision Graphs"
2007 | pages: 457 | ISBN: 0387682813 | PDF | 3,4 mb
Risk Assessment and Decision Analysis with Bayesian Networks (repost)

Norman Fenton and Martin Neil, "Risk Assessment and Decision Analysis with Bayesian Networks"
English | ISBN: 1439809100 | 2013 | 524 pages | PDF | 50 MB

"Bayesian Networks" ed. by Wichian Premchaiswadi  

Posted by exLib at Jan. 1, 2016
"Bayesian Networks" ed. by Wichian Premchaiswadi

"Bayesian Networks" ed. by Wichian Premchaiswadi
Second Edition
ITAvE | 2015 | ISBN: 9535105566 9789535105565 | 123 pages | PDF | 11 MB

Bayesian Belief Networks are a powerful tool for combining different knowledge sources with various degrees of uncertainty in a mathematically sound and computationally efficient way. A Bayesian network is a graphical model that encodes probabilistic relationships among variables of interest.
Advances in Bayesian Networks (Studies in Fuzziness and Soft Computing)

Advances in Bayesian Networks (Studies in Fuzziness and Soft Computing) by José A. Gámez
English | 15 Dec. 2010 | ISBN: 364205885X, 3540208763 | 344 Pages | PDF | 12.75 MB

In recent years probabilistic graphical models, especially Bayesian networks and decision graphs, have experienced significant theoretical development within areas such as artificial intelligence and statistics.

Bayesian Networks: With Examples in R (Repost)  

Posted by insetes at Aug. 12, 2015
Bayesian Networks: With Examples in R (Repost)

Bayesian Networks: With Examples in R By Marco Scutari
2014 | 241 Pages | ISBN: 1482225581 | PDF | 2 MB
Risk Assessment and Decision Analysis with Bayesian Networks

Norman Fenton and Martin Neil, "Risk Assessment and Decision Analysis with Bayesian Networks"
English | ISBN: 1439809100 | 2013 | 524 pages | PDF | 50 MB