Belief Functions: Theory and Applications

Released on by Thierry Denoeux
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  • Belief Functions: Theory and Applications Book Detail

  • Author : Thierry Denoeux
  • Release Date : 2012-04-26
  • Publisher : Springer Science & Business Media
  • Genre : Technology & Engineering
  • Pages : 442
  • ISBN 13 : 3642294618
  • File Size : 50,50 MB
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Belief Functions: Theory and Applications by Thierry Denoeux PDF Summary

Book Description: The theory of belief functions, also known as evidence theory or Dempster-Shafer theory, was first introduced by Arthur P. Dempster in the context of statistical inference, and was later developed by Glenn Shafer as a general framework for modeling epistemic uncertainty. These early contributions have been the starting points of many important developments, including the Transferable Belief Model and the Theory of Hints. The theory of belief functions is now well established as a general framework for reasoning with uncertainty, and has well understood connections to other frameworks such as probability, possibility and imprecise probability theories. This volume contains the proceedings of the 2nd International Conference on Belief Functions that was held in Compiègne, France on 9-11 May 2012. It gathers 51 contributions describing recent developments both on theoretical issues (including approximation methods, combination rules, continuous belief functions, graphical models and independence concepts) and applications in various areas including classification, image processing, statistics and intelligent vehicles.

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Belief Functions: Theory and Applications

Belief Functions: Theory and Applications

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The theory of belief functions, also known as evidence theory or Dempster-Shafer theory, was first introduced by Arthur P. Dempster in the context of statistica

Belief Functions: Theory and Applications

Belief Functions: Theory and Applications

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This book constitutes the refereed proceedings of the 5th International Conference on Belief Functions, BELIEF 2018, held in Compiègne, France, in September 20

Belief Functions: Theory and Applications

Belief Functions: Theory and Applications

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This book constitutes the thoroughly refereed proceedings of the 4th International Conference on Belief Functions, BELIEF 2016, held in Prague, Czech Republic,

Belief Functions: Theory and Applications

Belief Functions: Theory and Applications

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This book constitutes the thoroughly refereed proceedings of the Third International Conference on Belief Functions, BELIEF 2014, held in Oxford, UK, in Septemb