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.)

Internet Annoyances: How to Fix the Most Annoying Things about Going Online
Internet Annoyances: How to Fix the Most Annoying Things about Going Online
What began as an intrepid U.S. Government initiative in the early 1970's has turned into a global way of life. Indeed, with more than 500 million current users (and counting), the Internet has revolutionized the way societies function the world over. From dating and shopping online, to conducting informational research, to communicating via email,...
Juniper SRX Series
Juniper SRX Series
Security is one of the fastest moving segments within the realm of technology. Whereas most technology is created to offer new services or products, security is created to prevent the abuse of these new products and or services. In today’s world, where we are always connected in ways that have never been...
Building Spring 2 Enterprise Applications
Building Spring 2 Enterprise Applications
This book covers the Spring Framework, the Java application framework of choice for tens of thousands of Java developers worldwide. We feel it is important to introduce you to the Spring Framework by showing you how to use it. So we wrote a book that uses a complex sample application to demonstrate how the Spring Framework is used in a typical...

Beginning Android Games
Beginning Android Games

Beginning Android Games offers everything you need to join the ranks of successful Android game developers. You'll start with game design fundamentals and programming basics, and then progress towards creating your own basic game engine and playable games. This will give you everything you need to branch out and write your own...

Hibernate Recipes: A Problem-Solution Approach (Recipe Series)
Hibernate Recipes: A Problem-Solution Approach (Recipe Series)

Hibernate continues to be the most popular out-of-the-box framework solution for Java Persistence and data/database accessibility techniques and patterns. It is used for e-commerce–based web applications as well as heavy-duty transactional systems for the enterprise.

Gary Mak, the author of the best-selling...

Developing Microservices with Node.js
Developing Microservices with Node.js

Key Features

  • Real world example explained chapter after chapter with code examples.
  • Useful concepts for other languages like Java or PHP
  • Easy to follow by people with little to none experience in Node.js
  • Node.js Version 0.12.2 and the latest compatible versions of Seneca and...
©2021 LearnIT (support@pdfchm.net) - Privacy Policy