Probabilistic Networks and Expert Systems: Exact Computational Methods for Bayesian Networks (Information Science and Statistics)

Price: $129.99 – $60.22
(as of Dec 24,2024 09:17:38 UTC – Details)

Publisher ‏ : ‎ Springer; 1999th edition (July 16, 2007)
Language ‏ : ‎ English
Paperback ‏ : ‎ 336 pages
ISBN-10 ‏ : ‎ 0387718230
ISBN-13 ‏ : ‎ 978-0387718231
Item Weight ‏ : ‎ 2.31 pounds
Dimensions ‏ : ‎ 6.1 x 0.76 x 9.25 inches

In this post, we will discuss the book “Probabilistic Networks and Expert Systems: Exact Computational Methods for Bayesian Networks (Information Science and Statistics)” by Daphne Koller and Nir Friedman.

This comprehensive book provides an in-depth look at exact computational methods for Bayesian networks, which are powerful tools for modeling and analyzing complex probabilistic relationships. The authors, both experts in the field, cover a wide range of topics including inference algorithms, learning techniques, and applications of Bayesian networks.

The book is aimed at researchers, students, and practitioners in fields such as artificial intelligence, machine learning, and statistics. It provides a thorough introduction to the principles and techniques of Bayesian networks, as well as practical guidance on how to implement and use these methods in real-world applications.

Overall, “Probabilistic Networks and Expert Systems” is a valuable resource for anyone interested in understanding and utilizing Bayesian networks for probabilistic reasoning and decision making. It is a must-read for those looking to deepen their knowledge and skills in this important area of information science and statistics.
#Probabilistic #Networks #Expert #Systems #Exact #Computational #Methods #Bayesian #Networks #Information #Science #Statistics