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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken, N.J. :
Wiley,
[2011], ©2011.
|
| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) |
MARC
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| 037 | |a 10.1002/9781118010877 |b Wiley InterScience |n http://www3.interscience.wiley.com | ||
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| 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. |
| 260 | |a Hoboken, N.J. : |b Wiley, |c [2011], ©2011. | ||
| 300 | |a 1 online resource (xxxi, 452 pages) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
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| 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. | |
| 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 | ||
| 504 | |a Includes bibliographical references (pages 437-446) and index. | ||
| 505 | 0 | |a pt. 1. Logical computation -- pt. 2. Generic constructions -- pt. 3. Applications. | |
| 588 | 0 | |a Print version record. | |
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Valuation theory. | |
| 650 | 0 | |a Algorithms. | |
| 650 | 0 | |a Algebra, Abstract. | |
| 650 | 2 | |a Algorithms | |
| 650 | 6 | |a Théorie des valuations. | |
| 650 | 6 | |a Algorithmes. | |
| 650 | 6 | |a Algèbre abstraite. | |
| 650 | 7 | |a algorithms. |2 aat | |
| 650 | 7 | |a TECHNOLOGY & ENGINEERING |x Electronics |x General. |2 bisacsh | |
| 650 | 7 | |a MATHEMATICS |x Probability & Statistics |x General. |2 bisacsh | |
| 650 | 7 | |a Algebra, Abstract. |2 fast |0 (OCoLC)fst00804919 | |
| 650 | 7 | |a Algorithms. |2 fast |0 (OCoLC)fst00805020 | |
| 650 | 7 | |a Valuation theory. |2 fast |0 (OCoLC)fst01163872 | |
| 700 | 1 | |a Kohlas, Jürg, |d 1939- |e author. | |
| 776 | 0 | 8 | |i Print version: |a Pouly, Marc, 1980- |t Generic Inference. |d Hoboken, New Jersey : Wiley, [2011], ©2011 |w (OCoLC)747426513 |
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