Bayesian Localization

Bayesian Signal Processing: Classical, Modern, and Particle Filtering Methods,  2nd edition

James V. Candy, "Bayesian Signal Processing: Classical, Modern, and Particle Filtering Methods, 2nd edition"
English | ISBN: 1119125456 | 2016 | 640 pages | PDF | 19 MB

Prior Processes and Their Applications: Nonparametric Bayesian Estimation, Second Edition  eBooks & eLearning

Posted by Underaglassmoon at Aug. 1, 2016
Prior Processes and Their Applications: Nonparametric Bayesian Estimation, Second Edition

Prior Processes and Their Applications: Nonparametric Bayesian Estimation, Second Edition
Springer | Statistics | August 28, 2016 | ISBN-10: 3319327887 | 327 pages | pdf | 3.14 mb

Authors: Phadia, Eswar G.
Presents a systematic and comprehensive treatment of various prior processes
Provides valuable resource for nonparametric Bayesian analysis of big data
Includes a section on machine learning
Shows practical examples

Bayesian Methods in the Search for MH370  eBooks & eLearning

Posted by Underaglassmoon at July 19, 2016
Bayesian Methods in the Search for MH370

Bayesian Methods in the Search for MH370
Springer | Signals & Communication | August 16, 2016 | ISBN-10: 9811003785 | 114 pages | pdf | 6.6 mb

Authors: Davey, S., Gordon, N., Holland, I., Rutten, M., Williams, J.
Presents a unique insight into the Bayesian calculation of the search zone for MH370
Written by members of the MH370 search team
Contains a tutorial description of available data allowing readers to work out their own solutions

Bayesian Computation With R (repost)  eBooks & eLearning

Posted by arundhati at May 19, 2016
Bayesian Computation With R (repost)

Jim Albert, "Bayesian Computation With R"
2009 | ISBN: 0387922970 | 308 pages | PDF | 3 MB

Bayesian Process Monitoring, Control and Optimization (Repost)  eBooks & eLearning

Posted by Specialselection at Nov. 8, 2012
Bayesian Process Monitoring, Control and Optimization (Repost)

Bianca M. Colosimo, Enrique del Castillo, "Bayesian Process Monitoring, Control and Optimization"
English | 2006-11-10 | ISBN: 1584885440 | 350 pages | PDF | 3.7 mb

Bayesian Bounds for Parameter Estimation and Nonlinear Filtering/Tracking (repost)  eBooks & eLearning

Posted by interes at Sept. 22, 2012
Bayesian Bounds for Parameter Estimation and Nonlinear Filtering/Tracking (repost)

Harry L. Van Trees, Kristine L. Bell, Kristine L. Bell, "Bayesian Bounds for Parameter Estimation and Nonlinear Filtering/Tracking"
English | ISBN: 0470120959 | 2007 | PDF | 951 pages | 235 MB

The first comprehensive development of Bayesian Bounds for parameter estimation and nonlinear filtering/tracking
Bayesian estimation plays a central role in many signal processing problems encountered in radar, sonar, communications, seismology, and medical diagnosis. There are often highly nonlinear problems for which analytic evaluation of the exact performance is intractable. A widely used technique is to find bounds on the performance of any estimator and compare the performance of various estimators to these bounds.

Bayesian Artificial Intelligence (Repost)  eBooks & eLearning

Posted by Stalker1984 at Oct. 9, 2011
Bayesian Artificial Intelligence (Repost)

Kevin B. Korb, Ann E. Nicholson, "Bayesian Artificial Intelligence"
C,R,C Pr..ess | ISBN: 1439815917 | 2010 | PDF | 479 pages | 3,31 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.

Bayesian Inference for Probabilistic Risk Assessment: A Practitioner's Guidebook  eBooks & eLearning

Posted by tarantoga at Sept. 2, 2011
Bayesian Inference for Probabilistic Risk Assessment: A Practitioner's Guidebook

Dana Kelly, Curtis Smith, "Bayesian Inference for Probabilistic Risk Assessment: A Practitioner's Guidebook"
Publisher: S.r.n.e. | ISBN: 1849961867 | October 28, 2011 | PDF | 240 pages | 4 MB

Bayesian Inference for Probabilistic Risk Assessment provides a Bayesian foundation for framing probabilistic problems and performing inference on these problems. Inference in the book employs a modern computational approach known as Markov chain Monte Carlo (MCMC). The MCMC approach may be implemented using custom-written routines or existing general purpose commercial or open-source software. This book uses an open-source program called OpenBUGS (commonly referred to as WinBUGS) to solve the inference problems that are described.

Bayesian Artificial Intelligence  eBooks & eLearning

Posted by lout at April 11, 2011
Bayesian Artificial Intelligence

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

Bayesian Network  eBooks & eLearning

Posted by tot167 at Nov. 9, 2010
Bayesian Network

Ahmed Rebai, "Bayesian Network"
Sciyo | 2010 | ISBN-13: 9789533071244 | 432 pages | PDF | 17,7 MB