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Generic Inference

Generic Inference

Hardcover

Technology & EngineeringProbability & Statistics

ISBN10: 0470527013
ISBN13: 9780470527016
Publisher: John Wiley & Sons
Published: Apr 20 2011
Pages: 484
Weight: 1.95
Height: 1.10 Width: 6.20 Depth: 9.30
Language: English
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.

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Technology & Engineering