Generic inference (Record no. 15217)

000 -LEADER
fixed length control field 06782ntm a2200769 c 4500
001 - CONTROL NUMBER
control field 681300884
003 - CONTROL NUMBER IDENTIFIER
control field DE-601
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20210121112945.0
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr uuu---uuuuu
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 111214s2011 xxu 000 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1283126338 (ebk)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780470527016 (hardback)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781283126335 (MyiLibrary)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781118010846 (ePDF)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781118010877 (print; oBook)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1855754509
024 7# - OTHER STANDARD IDENTIFIER
Standard number or code 10.1002/9781118010877
Source of number or code doi
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)839027243
035 ## - SYSTEM CONTROL NUMBER
System control number (ZBM)1252.68007
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)732958513
035 ## - SYSTEM CONTROL NUMBER
System control number ebr10469758
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)0816843615
035 ## - SYSTEM CONTROL NUMBER
System control number cis23718649
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)ocn757511533
035 ## - SYSTEM CONTROL NUMBER
System control number EBL698878
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)757511533
035 ## - SYSTEM CONTROL NUMBER
System control number (DE-599)GBV681300884
040 ## - CATALOGING SOURCE
Original cataloging agency GBVCP
Language of cataloging ger
Transcribing agency GBVCP
Description conventions rakwb
041 0# - LANGUAGE CODE
Language code of text/sound track or separate title eng
050 #0 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA162
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5/4
082 09 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number TEC008000
084 ## - OTHER CLASSIFICATION NUMBER
Classification number mat
Assigning agency DE-601
Number source z
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Pouly, Marc
Dates associated with a name 1980-
9 (RLIN) 1621
245 10 - TITLE STATEMENT
Title Generic inference
Remainder of title a unifying theory for automated reasoning
260 3# - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc. Hoboken, New Jersey
Name of publisher, distributor, etc. Wiley
Date of publication, distribution, etc. 2011
300 ## - PHYSICAL DESCRIPTION
Extent xxxi, 452 p
Other physical details ill
500 ## - GENERAL NOTE
General note Includes bibliographical references and index
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note GENERIC INFERENCE: A Unifying Theory for Automated Reasoning; CONTENTS; List of Instances and Applications; List of Figures and Tables; Acknowledgments; Introduction; PART I LOCAL COMPUTATION; 1 Valuation Algebras; 1.1 Operations and Axioms; 1.2 First Examples; 1.3 Conclusion; Appendix: Generalizations of the Valuation Algebra Framework; A.1 Ordered Sets and Lattices; A.1.1 Partitions and Partition Lattices; A.2 Valuation Algebras on General Lattices; A.3 Valuation Algebras with Partial Projection; Problem Sets and Exercises; 2 Inference Problems; 2.1 Graphs, Trees and Hypergraphs.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 2.2 Knowledgebases and their Representation2.3 The Inference Problem; 2.4 Conclusion; Problem Sets and Exercises; 3 Computing Single Queries; 3.1 Valuation Algebras with Variable Elimination; 3.2 Fusion and Bucket Elimination; 3.2.1 The Fusion Algorithm; 3.2.2 Join Trees; 3.2.3 The Bucket Elimination Algorithm; 3.2.4 First Complexity Considerations; 3.2.5 Some Generalizing Complexity Comments; 3.2.6 Limitations of Fusion and Bucket Elimination; 3.3 Valuation Algebras with Neutral Elements; 3.3.1 Stable Valuation Algebras; 3.4 Valuation Algebras with Null Elements.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 3.5 Local Computation as Message-Passing Scheme3.5.1 The Complexity of Fusion as Message-Passing Scheme; 3.6 Covering Join Trees; 3.7 Join Tree Construction; 3.7.1 Join Tree Construction by Triangulation; 3.8 The Collect Algorithm; 3.8.1 The Complexity of the Collect Algorithm; 3.8.2 Limitations of the Collect Algorithm; 3.9 Adjoining an Identity Element; 3.10 The Generalized Collect Algorithm; 3.10.1 Discussion of the Generalized Collect Algorithm; 3.10.2 The Complexity of the Generalized Collect Algorithm; 3.11 An Application: The Fast Fourier Transform; 3.12 Conclusion.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Appendix : Proof of the Generalized Collect AlgorithmProblem Sets and Exercises; 4 Computing Multiple Queries; 4.1 The Shenoy-Shafer Architecture; 4.1.1 Collect & Distribute Phase; 4.1.2 The Binary Shenoy-Shafer Architecture; 4.1.3 Performance Gains due to the Identity Element; 4.1.4 Complexity of the Shenoy-Shafer Architecture; 4.1.5 Discussion of the Shenoy-Shafer Architecture; 4.1.6 The Super-Cluster Architecture; 4.2 Valuation Algebras with Inverse Elements; 4.2.1 Idempotent Valuation Algebras; 4.3 The Lauritzen-Spiegelhalter Architecture.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note 4.3.1 Complexity of the Lauritzen-Spiegelhalter Architecture4.4 The HUGIN Architecture; 4.4.1 Complexity of the HUGIN Architecture; 4.5 The Idempotent Architecture; 4.5.1 Complexity of the Idempotent Architecture; 4.6 Answering Uncovered Queries; 4.6.1 The Complexity of Answering Uncovered Queries; 4.7 Scaling and Normalization; 4.8 Local Computation with Scaling; 4.8.1 The Scaled Shenoy-Shafer Architecture; 4.8.2 The Scaled Lauritzen-Spiegelhalter Architecture; 4.8.3 The Scaled HUGIN Architecture; 4.9 Conclusion; Appendix: Valuation Algebras with Division.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note D.1 Properties for the Introduction of Division.
520 ## - SUMMARY, ETC.
Summary, etc. "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"--
520 ## - SUMMARY, ETC.
Summary, etc. "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)"--
533 ## - REPRODUCTION NOTE
Type of reproduction Online-Ausg.
Place of reproduction Palo Alto, Calif
Agency responsible for reproduction ebrary
Date of reproduction 2011
Note about reproduction Electronic reproduction; Available via World Wide Web
Fixed-length data elements of reproduction |2011||||||||||
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Valuation theory
9 (RLIN) 1622
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Algorithms
9 (RLIN) 864
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Algebra, Abstract
9 (RLIN) 1378
653 #0 - INDEX TERM--UNCONTROLLED
Uncontrolled term Algebra, Abstract
653 #0 - INDEX TERM--UNCONTROLLED
Uncontrolled term Algorithms
653 #0 - INDEX TERM--UNCONTROLLED
Uncontrolled term Valuation theory
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Kohlas, Jürg
Dates associated with a name 1939-
9 (RLIN) 1623
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element ebrary, Inc
9 (RLIN) 4
776 1# - ADDITIONAL PHYSICAL FORM ENTRY
International Standard Book Number 9781118010846
776 1# - ADDITIONAL PHYSICAL FORM ENTRY
International Standard Book Number 9781118010860
776 1# - ADDITIONAL PHYSICAL FORM ENTRY
International Standard Book Number 1118010876
776 1# - ADDITIONAL PHYSICAL FORM ENTRY
International Standard Book Number 9781118010877
776 1# - ADDITIONAL PHYSICAL FORM ENTRY
International Standard Book Number 1118010841
776 1# - ADDITIONAL PHYSICAL FORM ENTRY
International Standard Book Number 9781118010846
787 08 - OTHER RELATIONSHIP ENTRY
Relationship information Print version:
Title Generic Inference : A Unifying Theory for Automated Reasoning
856 42 - ELECTRONIC LOCATION AND ACCESS
Link text table of contents
Uniform Resource Identifier <a href="http://www.gbv.de/dms/bowker/toc/9780470527016.pdf">http://www.gbv.de/dms/bowker/toc/9780470527016.pdf</a>
900 ## - EQUIVALENCE OR CROSS-REFERENCE-PERSONAL NAME [LOCAL, CANADA]
Numeration TUB Hamburg <830>
Date of a work Vervielfältigungen (z.B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Keine Weitergabe an Dritte. Kein systematisches Downloaden durch Robots
900 ## - EQUIVALENCE OR CROSS-REFERENCE-PERSONAL NAME [LOCAL, CANADA]
Numeration Ressortbibliotheken des BMEL
Dates associated with a name !Thünen-Institut! Online-Ressource
Date of a work Ebook noch nicht erworben! Nach dem Kauf: Vervielfältigungen (z. B. Kopien, Downloads) sind nur von einzelnen Kapiteln oder Seiten und nur zum eigenen wissenschaftlichen Gebrauch erlaubt. Keine Weitergabe an Dritte.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Date acquired Source of acquisition Cost, normal purchase price Full call number Barcode Date last seen Cost, replacement price Price effective from Koha item type
  Not Lost       Library Library 2015-06-19 2 111.21 519 AT-ISTA#000936 2018-11-07 111.21 2015-06-19 Book

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