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Statistical Relational Artificial In...

Raedt, Luc de, (1964- )

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Statistical Relational Artificial Intelligence = logic, probability, and computation /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Statistical Relational Artificial Intelligence/ Luc de Raedt, Kristian Kersting, Sriraam Natarajan, David Poole.
Reminder of title:	logic, probability, and computation /
Author:	Raedt, Luc de,
other author:	Kersting, Kristian,
Published:	[San Rafael, CA] :Morgan & Claypool Publishers, : 2016.,
Description:	1 online resource (191 p.)
[NT 15003449]:	Statistical relational artificial intelligence: logic, probability, and computation -- Abstract -- Contents -- Preface -- 1 Motivation -- Part I Representations -- 2 Statistical and Relational AI Representations -- 3 Relational Probabilistic Representations -- 4 Representational Issues -- Part II Inference -- 5 Inference in Propositional Models -- 6 Inference in Relational Probabilistic Models -- Part III Learning -- 7 Learning Probabilistic and Logical Models -- 8 Learning Probabilistic Relational Models -- Part IV Beyond Probabilities -- 9 Beyond Basic Probabilistic Inference and Learning -- 10 Conclusions -- Bibliography -- Authors' Biographies -- Index.
Subject:	Artificial intelligence - Computer simulation. -
Online resource:	http://portal.igpublish.com/iglibrary/search/MCPB0000824.html
ISBN:	1627058427

Statistical Relational Artificial Intelligence = logic, probability, and computation /
Raedt, Luc de,1964-

Statistical Relational Artificial Intelligencelogic, probability, and computation /[electronic resource] :Luc de Raedt, Kristian Kersting, Sriraam Natarajan, David Poole. - 1st ed. - [San Rafael, CA] :Morgan & Claypool Publishers,2016. - 1 online resource (191 p.) - Synthesis lectures on artificial intelligence and machine learning ;32. - Synthesis lectures on artificial intelligence and machine learning ;32..

Includes bibliographical references and index.

Statistical relational artificial intelligence: logic, probability, and computation -- Abstract -- Contents -- Preface -- 1 Motivation -- Part I Representations -- 2 Statistical and Relational AI Representations -- 3 Relational Probabilistic Representations -- 4 Representational Issues -- Part II Inference -- 5 Inference in Propositional Models -- 6 Inference in Relational Probabilistic Models -- Part III Learning -- 7 Learning Probabilistic and Logical Models -- 8 Learning Probabilistic Relational Models -- Part IV Beyond Probabilities -- 9 Beyond Basic Probabilistic Inference and Learning -- 10 Conclusions -- Bibliography -- Authors' Biographies -- Index.

ISBN: 1627058427

Source: 776780660000824Subjects--Topical Terms:

626550
Artificial intelligence
--Computer simulation.

LC Class. No.: Q335 / .R34 2016

Dewey Class. No.: 006.301/5

Statistical Relational Artificial Intelligence = logic, probability, and computation /
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100 1 $a Raedt, Luc de, $d 1964- $3 3241094
245 1 0 $a Statistical Relational Artificial Intelligence $h [electronic resource] : $b logic, probability, and computation / $c Luc de Raedt, Kristian Kersting, Sriraam Natarajan, David Poole.
250 $a 1st ed.
260 $a [San Rafael, CA] : $b Morgan & Claypool Publishers, $c 2016.
300 $a 1 online resource (191 p.)
490 1 $a Synthesis lectures on artificial intelligence and machine learning ; $v 32
504 $a Includes bibliographical references and index.
505 0 $a Statistical relational artificial intelligence: logic, probability, and computation -- Abstract -- Contents -- Preface -- 1 Motivation -- Part I Representations -- 2 Statistical and Relational AI Representations -- 3 Relational Probabilistic Representations -- 4 Representational Issues -- Part II Inference -- 5 Inference in Propositional Models -- 6 Inference in Relational Probabilistic Models -- Part III Learning -- 7 Learning Probabilistic and Logical Models -- 8 Learning Probabilistic Relational Models -- Part IV Beyond Probabilities -- 9 Beyond Basic Probabilistic Inference and Learning -- 10 Conclusions -- Bibliography -- Authors' Biographies -- Index.
650 0 $a Artificial intelligence $x Computer simulation. $3 626550
650 0 $a Logic $x Computer simulation. $3 3241099
700 1 $a Kersting, Kristian, $e author $3 3241095
700 1 $a Natarajan, Sriraam, $e author $3 3241096
700 1 $a Poole, David L. $q (David Lynton), $d 1958- $e author. $3 3241097
830 0 $a Synthesis lectures on artificial intelligence and machine learning ; $v 32. $3 3241098
856 4 0 $u http://portal.igpublish.com/iglibrary/search/MCPB0000824.html