InforLorV4, Istex, Corpus, bibRecord, 003B43

Belief Merging-Based Case Combination

Identifieur interne : 003B43 ( Istex/Corpus ); précédent : 003B42; suivant : 003B44

Belief Merging-Based Case Combination

Auteurs : Julien Cojan ; Jean Lieber

Source :

Lecture Notes in Computer Science [ 0302-9743 ]

RBID : ISTEX:F7EFF350D2DF27127E739F9F7838F77F03645BBF

Abstract

Abstract: Integrity constraint belief merging aims at producing from several knowledge bases, that may be mutually inconsistent, a synthetic knowledge base satisfying a given integrity constraint. It is applied here to case combination for case-based reasoning. This approach is shown to extend Eyke Hüllermeier’s credible case-based inference and to be reducible under some assumptions to linear programming.

Url:

https://api.istex.fr/ark:/67375/HCB-QNTVXSB1-N/fulltext.pdf

DOI: 10.1007/978-3-642-02998-1_9

Links to Exploration step

ISTEX:F7EFF350D2DF27127E739F9F7838F77F03645BBF

Le document en format XML

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<Para>Integrity constraint belief merging aims at producing from several knowledge bases, that may be mutually inconsistent, a synthetic knowledge base satisfying a given integrity constraint. It is applied here to case combination for case-based reasoning. This approach is shown to extend Eyke Hüllermeier’s credible case-based inference and to be reducible under some assumptions to linear programming.</Para>
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<name type="personal"><namePart type="given">David</namePart>
<namePart type="given">C.</namePart>
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<affiliation>Department of Software and Information Systems, College of Computing and Informatics, University of North Carolina at Charlotte, 9201 University City Boulevard, NC 28223-0001, Charlotte, USA</affiliation>
<affiliation>E-mail: davils@uncc.edu</affiliation>
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Belief Merging-Based Case Combination

Belief Merging-Based Case Combination

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