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Belief Functions: Theory and Applications

Proceedings of the 2nd International Conference on Belief Functions, Compiègne, France 9-11 May 2012

  • Thierry Denoeux
  • Marie-Hélène Masson

Part of the Advances in Intelligent and Soft Computing book series (AINSC, volume 164)

Table of contents

  1. Front Matter
    Pages 1-9
  2. Hung T. Nguyen
    Pages 1-19
  3. Sawsan Kanj, Fahed Abdallah, Thierry Denœux
    Pages 21-28
  4. Jianbing Ma, Weiru Liu, Paul Miller
    Pages 29-36
  5. Anne-Laure Jousselme, Patrick Maupin
    Pages 45-52
  6. Anthony Fiche, Arnaud Martin, Jean-Christophe Cexus, Ali Khenchaf
    Pages 53-60
  7. Emmanuel Ramasso, Michèle Rombaut, Noureddine Zerhouni
    Pages 61-68
  8. Stefen Chan Wai Tim, Michèle Rombaut, Denis Pellerin
    Pages 69-76
  9. Nicolas Sutton-Charani, Sébastien Destercke, Thierry Denœux
    Pages 77-84
  10. Fabio Cuzzolin
    Pages 125-133
  11. Christophe Osswald
    Pages 135-143
  12. Thomas Burger, Sébastien Destercke
    Pages 145-152
  13. Sébastien Destercke, Thomas Burger
    Pages 153-160
  14. Johan Schubert
    Pages 169-177
  15. Milan Daniel
    Pages 179-187
  16. John Klein, Olivier Colot
    Pages 189-196
  17. Benoît Lelandais, Isabelle Gardin, Laurent Mouchard, Pierre Vera, Su Ruan
    Pages 197-204
  18. Amel Znaidia, Hervé Le Borgne, Céline Hudelot
    Pages 205-212
  19. Mohammad Shoyaib, M. Abdullah-Al-Wadud, S. M. Zahid Ishraque, Oksam Chae
    Pages 213-220
  20. Radim Jiroušek, Prakash P. Shenoy
    Pages 221-228
  21. Imen Boukhris, Salem Benferhat, Zied Elouedi
    Pages 229-237
  22. Mouna Chebbah, Arnaud Martin, Boutheina Ben Yaghlane
    Pages 239-246
  23. Melita Hadzagic, Marie-Odette St-Hilaire, Pierre Valin
    Pages 267-274
  24. Jean Dezert, Deqiang Han, Zhunga Liu, Jean-Marc Tacnet
    Pages 275-283
  25. Gavin Powell, Matthew Roberts, Dafni Stampouli
    Pages 293-300
  26. Thanuka L. Wickramarathne, Kamal Premaratne, Manohar N. Murthi
    Pages 301-309
  27. Marie-Hélène Masson, Thierry Denœux
    Pages 311-318
  28. Magdalena Szczot, Otto Löhlein, Günther Palm
    Pages 319-326
  29. Jérémie Daniel, Jean-Philippe Lauffenburger
    Pages 327-334
  30. Arnaud Roquel, Sylvie Le Hégarat-Mascle, Isabelle Bloch, Bastien Vincke
    Pages 335-342
  31. Marek Kurdej, Julien Moras, Véronique Cherfaoui, Philippe Bonnifait
    Pages 343-350
  32. Nicole El Zoghby, Véronique Cherfaoui, Bertrand Ducourthial, Thierry Denœux
    Pages 351-358
  33. Emmanuel Ramasso, Thierry Denœux, Noureddine Zerhouni
    Pages 359-366
  34. Alessio Benavoli
    Pages 375-383
  35. Didier Dubois, Thierry Denœux
    Pages 385-392
  36. Jean Dezert, Jean-Marc Tacnet
    Pages 401-408
  37. Bastien Pietropaoli, Michele Dominici, Fréedéric Weis
    Pages 409-416
  38. Loïc Fricoteaux, Indira Thouvenin, Jérôme Olive, Paul George
    Pages 417-424

About these proceedings

Introduction

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.

 

 

Keywords

Belief Functions Intelligent Computing

Editors and affiliations

  • Thierry Denoeux
    • 1
  • Marie-Hélène Masson
    • 2
  1. 1., Centre de Recherches de RoyallieuUniversité de Technologie de CompiègneCompiègneFrance
  2. 2.Université de Picardie Jules VerneCompiègneFrance

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-29461-7
  • Copyright Information Springer-Verlag Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-642-29460-0
  • Online ISBN 978-3-642-29461-7
  • Series Print ISSN 1867-5662
  • Series Online ISSN 1867-5670
  • Buy this book on publisher's site
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