Difference between revisions of "TheoEvidenz"

From LRDE

(Created page with " eVidenZ page * The authors: ** [https://www.lrde.epita.fr/wiki/People/Nicolas_Burrus Nicolas Burrus] ** [https://www.lrde.epita.fr/wiki/People/David_Lesage David Lesage] T...")
 
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eVidenZ page
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<big><big>'''eVidenZ page'''</big></big>
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<br>
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* The theory behind: [[http://en.wikipedia.org/wiki/Dempster%E2%80%93Shafer_theory][on Wikipedia]]
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<br>
   
 
* The authors:
  
* The authors:
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** [https://www.lrde.epita.fr/wiki/People/Nicolas_Burrus Nicolas Burrus]
  
** [https://www.lrde.epita.fr/wiki/People/Nicolas_Burrus Nicolas Burrus]
 
** [https://www.lrde.epita.fr/wiki/People/David_Lesage David Lesage]
  
** [https://www.lrde.epita.fr/wiki/People/David_Lesage David Lesage]
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<br>
   
 
The materials:
  
The materials:
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* report "Theory of Evidence", by Nicolas Burrus and David Lesage, LRDE, 2007
  
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* report "Theory of Evidence", by Nicolas Burrus and David Lesage, LRDE, 2007 &nbsp; --> &nbsp; [https://www.lrde.epita.fr/~theo/eVidenZ/eVidenZ_report.pdf eVidenZ_report.pdf] (103 pages, 1.5Mo)
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* slides "Evidence Theory [episode 2]: Implementation Issues and Applications" by David Lesage, LRDE, 2003.
  
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* slides "Evidence Theory [episode 2]: Implementation Issues and Applications" by David Lesage, LRDE, 2003 &nbsp; --> &nbsp; [https://www.lrde.epita.fr/~theo/eVidenZ/eVidenZ_slides.pdf eVidenZ_slides.pdf] (53 slides, 2.1Mo)
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* source code
  
* source code
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** abstract:
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<sub>The theory of evidence, also called Dempster-Shafer theory or belief functions theory, has been introduced by Glenn Shafer in 1976 as a new approach for representing uncertainty. Nowadays, this formalism is considered as one of the most interesting alternatives to Bayesian networks and fuzzy sets. This report makes an overview of both theoretical and implementation aspects of this theory. After a short survey of the historical motivations for this theory, we present its interesting properties through the Transferable Belief Model formalism. From a more practical point of view, we propose a review of the existing optimizations for facing the #P complexity of Dempster-Shafer computations. This report introduces a new promising concept to compute repeated fusions: the delayed mass valuation. Finally, we present <code>eVidenZ</code>, our general-purpose C++ library for designing efficient Dempster-Shafer engines.</sub>
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Revision as of 18:34, 4 March 2015


eVidenZ page


  • The theory behind: [[1][on Wikipedia]]


  • The authors:


The materials:

  • report "Theory of Evidence", by Nicolas Burrus and David Lesage, LRDE, 2007   -->   eVidenZ_report.pdf (103 pages, 1.5Mo)
  • slides "Evidence Theory [episode 2]: Implementation Issues and Applications" by David Lesage, LRDE, 2003   -->   eVidenZ_slides.pdf (53 slides, 2.1Mo)
  • source code


Retrieved from "https://www.lrde.epita.fr/index.php?title=TheoEvidenz&oldid=10536"