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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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Lenguaje: | eng |
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2004
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Acceso en línea: | http://cds.cern.ch/record/798316 |
_version_ | 1780904706880569344 |
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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 |