Generic Inference: A Unifying Theory for Automated Reasoning Contributor(s): Pouly, Marc (Author), Kohlas, Juerg (Author) |
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ISBN: 0470527013 ISBN-13: 9780470527016 Publisher: Wiley OUR PRICE: $135.80 Product Type: Hardcover - Other Formats Published: May 2011 |
Additional Information |
BISAC Categories: - Technology & Engineering | Electronics - General - Mathematics | Probability & Statistics - General |
Dewey: 519.54 |
LCCN: 2010042336 |
Physical Information: 1.1" H x 6.2" W x 9.3" (1.95 lbs) 484 pages |
Descriptions, Reviews, Etc. |
Publisher Description: This book provides a rigorous algebraic study of the most popular inference formalisms with a special focus on their wide application area, showing that all these tasks can be performed by a single generic inference algorithm. Written by the leading international authority on the topic, it includes an algebraic perspective (study of the valuation algebra framework), an algorithmic perspective (study of the generic inference schemes) and a practical perspective (formalisms and applications). Researchers in a number of fields including artificial intelligence, operational research, databases and other areas of computer science; graduate students; and professional programmers of inference methods will benefit from this work. |