Generic Inference a Unifying Theory for Automated Reasoning /
"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 inc...
| Main Authors: | , |
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| Corporate Author: | |
| Format: | Electronic |
| Language: | English |
| Published: |
Hoboken, N.J. :
Wiley,
[2011], ©2011.
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| Subjects: | |
| Online Access: | ebrary View fulltext via EzAccess An electronic book accessible through the World Wide Web; click for information https://ezaccess.library.uitm.edu.my/login?url=http://site.ebrary.com/lib/alltitles/Doc?id=10469758 https://ezaccess.library.uitm.edu.my/login?url=http://swb.eblib.com/patron/FullRecord.aspx?p=698878 |
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| 001 | 3095 | ||
| 003 | OCoLC | ||
| 005 | 20131219151354.0 | ||
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| 007 | cr cn| | ||
| 008 | 111018s2011 nju ob 001 0 eng d | ||
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| 020 | # | # | |a 9781118010877 (electronic bk.) |
| 020 | # | # | |a 1118010876 (electronic bk.) |
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| 020 | # | # | |a 1118010841 (electronic bk.) |
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| 037 | # | # | |a 10.1002/9781118010877 |b Wiley InterScience |n http://www3.interscience.wiley.com |
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| 050 | # | 4 | |a QA162 |b .P65 2011eb |
| 072 | # | 7 | |a MAT |x 029000 |2 bisacsh |
| 082 | 0 | 4 | |a 519.5/4 |2 22 |
| 100 | 1 | # | |a Pouly, Marc, |d 1980- |e author. |
| 245 | 1 | 0 | |a Generic Inference |b a Unifying Theory for Automated Reasoning / |c Marc Pouly, Jürg Kohlas. |h [electronic resource] : |
| 260 | # | # | |a Hoboken, N.J. : |b Wiley, |c [2011], ©2011. |
| 300 | # | # | |a 1 online resource (xxxi, 452 p.) |
| 504 | # | # | |a Includes bibliographical references (p. 437-446) and index. |
| 505 | 0 | # | |a Front Matter -- Local Computation. Valuation Algebras -- Inference Problems -- Computing Single Queries -- Computing Multiple Queries -- Generic Constructions. Semiring Valuation Algebras -- Valuation Algebras for Path Problems -- Language and Information -- Applications. Dynamic Programming -- Sparse Matrix Techniques -- Gaussian Information -- References -- Index. |
| 505 | 0 | # | |a pt. 1. Logical computation -- pt. 2. Generic constructions -- pt. 3. Applications. |
| 520 | # | # | |a "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"-- |c Provided by publisher. |
| 520 | # | # | |a "The book provides a rigorous algebraic study of the most popular inference formalisms with a special focus on their wide application area and shows that all these tasks can be performed by a single generic inference algorithm. It will include 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)"-- |c Provided by publisher. |
| 588 | # | # | |a Description based on print version record. |
| 650 | # | 0 | |a Valuation theory. |
| 650 | # | 0 | |a Algorithms. |
| 650 | # | 0 | |a Algebra, Abstract. |
| 650 | # | 4 | |a Mathematics. |
| 650 | # | 7 | |a TECHNOLOGY & ENGINEERING |x General. |x Electronics |2 bisacsh |
| 650 | # | 7 | |a MATHEMATICS |x General. |x Probability & Statistics |2 bisacsh |
| 650 | # | 7 | |a Valuation theory. |2 local |
| 650 | # | 7 | |a Algorithms. |2 local |
| 650 | # | 7 | |a Algebra, Abstract. |2 local |
| 655 | # | 4 | |a Electronic books. |
| 655 | # | 0 | |a Electronic books. |
| 700 | 1 | # | |a Kohlas, Jürg, |d 1939- |e author. |
| 710 | 2 | # | |a Wiley InterScience (Online service) |
| 776 | 0 | 8 | |a Pouly, Marc, 1980-, author. |d Hoboken, New Jersey : Wiley, [2011], ©2011 |i Print version: |t Generic Inference. |w (OCoLC)747426513 |
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