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Introduction to DSmT for Information Fusion

DSmT (Dezert-Smarandache Theory) is a new alternative to Dempster-Shafer Theory (DST) which: 1) proposes a new mathematical framework for information fusion; 2) incorporates any kind of model (free, hybrid DSm models, and/or Shafer's model) for taking into account any integrity constraints of t...

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Detalles Bibliográficos
Autores principales: Dezert, J, Smarandache, F
Lenguaje:eng
Publicado: 2004
Materias:
Acceso en línea:http://cds.cern.ch/record/798316
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author Dezert, J
Smarandache, F
author_facet Dezert, J
Smarandache, F
author_sort Dezert, J
collection CERN
description DSmT (Dezert-Smarandache Theory) is a new alternative to Dempster-Shafer Theory (DST) which: 1) proposes a new mathematical framework for information fusion; 2) incorporates any kind of model (free, hybrid DSm models, and/or Shafer's model) for taking into account any integrity constraints of the fusion problem; 3) combines uncertain, high conflicting, and imprecise sources of evidence with a new rule of combination and overcomes limitations of the Dempster's rule; 4) is adapted to static or dynamic fusion applications represented in terms of belief functions based on the same general formalism.
id cern-798316
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2004
record_format invenio
spelling cern-7983162019-09-30T06:29:59Zhttp://cds.cern.ch/record/798316engDezert, JSmarandache, FIntroduction to DSmT for Information FusionComputing and ComputersDSmT (Dezert-Smarandache Theory) is a new alternative to Dempster-Shafer Theory (DST) which: 1) proposes a new mathematical framework for information fusion; 2) incorporates any kind of model (free, hybrid DSm models, and/or Shafer's model) for taking into account any integrity constraints of the fusion problem; 3) combines uncertain, high conflicting, and imprecise sources of evidence with a new rule of combination and overcomes limitations of the Dempster's rule; 4) is adapted to static or dynamic fusion applications represented in terms of belief functions based on the same general formalism.EXT-2004-141oai:cds.cern.ch:7983162004-06-01
spellingShingle Computing and Computers
Dezert, J
Smarandache, F
Introduction to DSmT for Information Fusion
title Introduction to DSmT for Information Fusion
title_full Introduction to DSmT for Information Fusion
title_fullStr Introduction to DSmT for Information Fusion
title_full_unstemmed Introduction to DSmT for Information Fusion
title_short Introduction to DSmT for Information Fusion
title_sort introduction to dsmt for information fusion
topic Computing and Computers
url http://cds.cern.ch/record/798316
work_keys_str_mv AT dezertj introductiontodsmtforinformationfusion
AT smarandachef introductiontodsmtforinformationfusion