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  Similarity Assessment for Generalizied Cases by Optimization Methods

Mougouie, B., & Bergmann, R. (2002). Similarity Assessment for Generalizied Cases by Optimization Methods. In S. Craw, & A. Preece (Eds.), Advances in Case-Based Reasoning (pp. 249-263). Berlin: Springer.

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Datensatz-Permalink: https://hdl.handle.net/11858/00-001M-0000-000F-30EA-6 Versions-Permalink: https://hdl.handle.net/11858/00-001M-0000-0026-A3CD-C
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CBR_2002.pdf (beliebiger Volltext), 196KB
 
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This work is subject to copyright. All rights are reserved, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, re-use of illustrations, recitation, broadcasting, reproduction on microfilms or in any other way, and storage in data banks. Duplication of this publication or parts thereof is permitted only under the provisions of the German Copyright Law of September 9, 1965, in its current prosecution under the German Copyright Law.
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Urheber

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 Urheber:
Mougouie, Babak1, Autor           
Bergmann, Ralph2, Autor
Affiliations:
1Discrete Optimization, MPI for Informatics, Max Planck Society, ou_1116548              
2External Organizations, ou_persistent22              

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 Zusammenfassung: Generalized cases are cases that cover a subspace rather than a point in the problem-solution space. Generalized cases can be represented by a set of constraints over the case attributes. For such representations, the similarity assessment between a point query and generalized cases is a difficult problem that is addressed in this paper. The task is to find the distance (or the related similarity) between the point query and the closest point of the area covered by the generalized cases, with respect to some given similarity measure. We formulate this problem as a mathematical optimization problem and we propose a new cutting plane method which enables us to rank generalized cases according to their distance to the query.

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Sprache(n): eng - English
 Datum: 2005-02-142002
 Publikationsstatus: Erschienen
 Seiten: -
 Ort, Verlag, Ausgabe: -
 Inhaltsverzeichnis: -
 Art der Begutachtung: -
 Identifikatoren: eDoc: 520618
URI: http://link.springer.de/link/service/series/0558/bibs/2416/24160249.htm
Anderer: Local-ID: C1256BDD00205AD6-B3C0D3237AB23168C1256C79004087DF-Mougouie_CBR_2002-NWG
DOI: 10.1007/3-540-46119-1_19
 Art des Abschluß: -

Veranstaltung

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Titel: 6th European Conference on Advances in Case-Based Reasoning
Veranstaltungsort: Aberdeen, Scotland, UK
Start-/Enddatum: 2002-09-04 - 2002-09-07

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Quelle 1

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Titel: Advances in Case-Based Reasoning
  Kurztitel : ECCBR 2002
  Untertitel : 6th European Conference, ECCBR 2002 Aberdeen, Scotland, UK, September 4–7, 2002 Proceedings
Genre der Quelle: Konferenzband
 Urheber:
Craw, Susan1, Herausgeber
Preece, Alun1, Herausgeber
Affiliations:
1 External Organizations, ou_persistent22            
Ort, Verlag, Ausgabe: Berlin : Springer
Seiten: - Band / Heft: - Artikelnummer: - Start- / Endseite: 249 - 263 Identifikator: ISBN: 3-540-44109-3

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Titel: Lecture Notes in Artificial Intelligence
  Kurztitel : LNAI
Genre der Quelle: Reihe
 Urheber:
Affiliations:
Ort, Verlag, Ausgabe: -
Seiten: - Band / Heft: 2416 Artikelnummer: - Start- / Endseite: - Identifikator: ISSN: 0302-9743