Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Bayesian Artificial Intelligence, Second Edition

Buy

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.

Web Resource
The book’s website at www.csse.monash.edu.au/bai/book/book.html offers a variety of supplemental materials, including example Bayesian networks and data sets. Instructors can email the authors for sample solutions to many of the problems in the text.

(HTML tags aren't allowed.)

Word 2003 Visual Basic Programming
Word 2003 Visual Basic Programming
This book is for programmers and would-be programmers who want to learn Word 2003 Visual Basic programming as quickly as possible. I assume that you are fluent in using Word 2003 as a word processor and want to learn the Visual Basic programming part of Word 2003 to help you become more efficient with your word processing task. It is preferable...
AC Power Systems Handbook, Third Edition (Electronic Handbook Series)
AC Power Systems Handbook, Third Edition (Electronic Handbook Series)
Sooner or later, power system protection is going to cost money. How much is entirely up to you. Setting up a safe and effective AC power system from the very beginning can help avoid costly downtime and repairs, provide backup power during system outages, and minimize workplace accidents. For the past 15 years, Jerry Whitaker's AC Power Systems...
IBM(R) WebSphere(R) and Lotus : Implementing Collaborative Solutions (IBM Press Series--Information Management)
IBM(R) WebSphere(R) and Lotus : Implementing Collaborative Solutions (IBM Press Series--Information Management)

Straight from IBM, this is the first comprehensive guide to building collaborative solutions that integrate WebSphere and Lotus to drive maximum business value. Writing for experienced Web developers, three leading IBM consultants show how to design and deploy WebSphere and Domino together in any environment, no matter how large...


Global Marketing: A Market-Responsive Approach
Global Marketing: A Market-Responsive Approach

For 2/3 year students in international/global marketing. and post graduate courses in marketing. Critically, it asks the question whether to internationalise at all and looks at deciding which markets to enter and how to enter them. It covers the design, implementation and coordination of a global marketing programme and addresses the...

Handbook of Practical Logic and Automated Reasoning
Handbook of Practical Logic and Automated Reasoning
This book meets the demand for a self-contained and broad-based account of the concepts, the machinery and the use of automated reasoning. The mathematical logic foundations are described in conjunction with practical application, all with the minimum of prerequisites. The approach is constructive, concrete and algorithmic: a key feature is that...
Microsoft SharePoint 2010 Business Application Blueprints
Microsoft SharePoint 2010 Business Application Blueprints
This book will dive into a diverse set of real-world scenarios to deliver sample business solutions that can serve as the foundation for your own solutions. It draws from the author's extensive experience with SharePoint to leverage the platform's underlying services to provide solutions that can support social...
©2019 LearnIT (support@pdfchm.net) - Privacy Policy