Learning Bayesian Networks

Learning Bayesian Networks (Artificial Intelligence)  eBooks & eLearning

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

Approximation Methods for Efficient Learning of Bayesian Networks [Repost]  eBooks & eLearning

Posted by ChrisRedfield at July 19, 2015
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)  eBooks & eLearning

Posted by libr at Aug. 24, 2012
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 Models with R (Repost)  eBooks & eLearning

Posted by insetes at Oct. 13, 2017
Learning Bayesian Models with R (Repost)

Learning Bayesian Models with R By Dr. Hari M. Koduvely
2015 | 168 Pages | ISBN: 178398760X | EPUB | 3 MB

Learning Bayesian Models with R  eBooks & eLearning

Posted by readerXXI at Oct. 6, 2017
Learning Bayesian Models with R

Learning Bayesian Models with R
by Dr. Hari M. Koduvely
English | 2015 | ISBN: 178398760X | 168 Pages | Mobi+Code Files | 6.5 MB
Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis, 2nd edition (repost)

Uffe B. Kjærulff, Anders L. Madsen, "Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis, 2nd edition"
English | 2013 | ISBN-10: 1461451035 | 412 pages | PDF | 3 MB

Learning Bayesian Models with R  eBooks & eLearning

Posted by readerXXI at April 10, 2017
Learning Bayesian Models with R

Learning Bayesian Models with R
by Dr. Hari M. Koduvely
English | 2015 | ISBN: 178398760X | 165 Pages | True PDF | 1.48 MB

Become an expert in Bayesian Machine Learning methods using R and apply them to solve real-world big data problems.
Advanced Methodologies for Bayesian Networks: Second International Workshop [repost]

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

This volume constitutes the refereed proceedings of the Second International Workshop on Advanced Methodologies for Bayesian Networks, AMBN 2015, held in Yokohama, Japan, in November 2015.

Bayesian Networks in R: with Applications in Systems Biology  eBooks & eLearning

Posted by tarantoga at Feb. 15, 2017
Bayesian Networks in R: with Applications in Systems Biology

Radhakrishnan Nagarajan, Marco Scutari, "Bayesian Networks in R: with Applications in Systems Biology"
ISBN: 1461464455 | 2013 | EPUB | 157 pages | 905 KB
Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (2nd edition) [Repost]

Uffe B. Kjærulff, Anders L. Madsen - Bayesian Networks and Influence Diagrams: A Guide to Construction and Analysis (2nd edition)
Published: 2012-11-29 | ISBN: 1461451035, 1493900293 | PDF | 382 pages | 3.04 MB