Description: Bayesian Artificial Intelligence, Hardcover by Korb, Kevin B.; Nicholson, Ann E., ISBN 1439815917, ISBN-13 9781439815915, Brand New, Free shipping in the US Bayesian artificial intelligence results from using Bayesian inferential methods in developing a software architecture for an artificial intelligence, explain Korb and Nicholson (both computer science, Monash U., Melbourne). They present the elements of Bayesian network technology, automated causal discovery, learning probabilities from data, and examples and ideas about how to employ these technologies in developing probabilistic expert systems. Their topics include Bayesian reasoning, decision networks, learning linear causal models, and knowledge engineering with Bayesian networks. Among the case studies are poker, and Goulburn catchment ecological risk assessment. No date is cited for the first edition. Annotation ©2011 Book News, Inc., Portland, OR ()
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Book Title: Bayesian Artificial Intelligence
Number of Pages: 491 Pages
Publication Name: Bayesian Artificial Intelligence
Language: English
Publisher: CRC Press LLC
Publication Year: 2010
Item Height: 1.2 in
Subject: Intelligence (Ai) & Semantics, General, Statistics, Software Development & Engineering / Systems Analysis & Design, Probability & Statistics / Bayesian Analysis
Item Weight: 31.3 Oz
Type: Textbook
Item Length: 9.6 in
Subject Area: Mathematics, Computers, Business & Economics
Author: Ann E. Nicholson, Kevin B. Korb
Item Width: 6.5 in
Series: Chapman and Hall/Crc Computer Science and Data Analysis Ser.
Format: Hardcover
