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Abduction in Description Logics using formal concept analysis and mathematical morphology: Application to image interpretation

  • Université Paris-Saclay
  • Ecole Centrale Paris
  • CNRS LTCI

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Citations (Scopus)

Abstract

We propose an original way of enriching Description Logics with abduction reasoning services by computing the best explanations of an observation through mathematical morphology (using erosions) over the Concept Lattice of a background theory. The intended application is scene understanding and spatial reasoning.

Original languageEnglish
Title of host publicationCLA 2011 - Proceedings of the 8th International Conference on Concept Lattices and Their Applications
EditorsVilem Vychodil, Amedeo Napoli
PublisherCEUR-WS
Pages405-408
Number of pages4
ISBN (Electronic)9782905267788
Publication statusPublished - 1 Jan 2011
Externally publishedYes
Event8th International Conference on Concept Lattices and Applications, CLA 2011 - Nancy, France
Duration: 17 Oct 201120 Oct 2011

Publication series

NameCEUR Workshop Proceedings
Volume959
ISSN (Print)1613-0073

Conference

Conference8th International Conference on Concept Lattices and Applications, CLA 2011
Country/TerritoryFrance
CityNancy
Period17/10/1120/10/11

Keywords

  • Abduction
  • Description Logics
  • FCA
  • Mathematical morphology
  • Scene understanding

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