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Belief Functions: Theory and Applications

5th International Conference, BELIEF 2018, Compiègne, France, September 17-21, 2018, Proceedings

  • Sébastien Destercke
  • Thierry Denoeux
  • Fabio Cuzzolin
  • Arnaud Martin
Conference proceedings BELIEF 2018

Part of the Lecture Notes in Computer Science book series (LNCS, volume 11069)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 11069)

Table of contents

  1. Front Matter
    Pages I-XI
  2. Raoua Abdelkhalek, Imen Boukhris, Zied Elouedi
    Pages 1-9
  3. Daniel Alshamaa, Farah Mourad-Chehade, Paul Honeine
    Pages 10-13
  4. Violaine Antoine, Kévin Gravouil, Nicolas Labroche
    Pages 14-21
  5. Fabio Cuzzolin
    Pages 39-47
  6. Sébastien Destercke, Frédéric Pichon, John Klein
    Pages 65-72
  7. Théo Dezert, Yannick Fargier, Sérgio Palma Lopes, Philippe Côte
    Pages 73-76
  8. Didier Dubois, Francis Faux, Henri Prade
    Pages 77-85
  9. Akli Fundo, Dritan Nace, Chenghao Wang
    Pages 86-94
  10. Ali Hamache, Mohamed El Yazid Boudaren, Houdaifa Boukersoul, Islam Debicha, Hamza Sadouk, Rezki Zibani et al.
    Pages 103-111
  11. Ayyoub Imakhlaf, Mohamed Sallak
    Pages 112-120
  12. Siwar Jendoubi, Mouna Chebbah, Arnaud Martin
    Pages 121-128
  13. Siwar Jendoubi, Didier Coquin, Reda Boukezzoula
    Pages 129-136
  14. Lianmeng Jiao, Xiaojiao Geng, Quan Pan
    Pages 137-145
  15. Radim Jiroušek, Prakash P. Shenoy
    Pages 146-154
  16. Orakanya Kanjanatarakul, Siwarat Kuson, Thierry Denoeux
    Pages 155-162
  17. Costis Melolidakis, Stefanos Leonardos, Constandina Koki
    Pages 163-171
  18. Ignacio Montes, Enrique Miranda, Paolo Vicig
    Pages 190-198
  19. Nadia Ben Abdallah, Anne-Laure Jousselme, Frédéric Pichon
    Pages 199-207
  20. Sébastien Ramel, Frédéric Pichon, François Delmotte
    Pages 208-216
  21. Aouatef Rouahi, Kais Ben Salah, Khaled Ghédira
    Pages 217-225
  22. Zhi-gang Su, Hong-yu Zhou, Pei-hong Wang, Gang Zhao, Ming Zhao
    Pages 234-242
  23. Yiru Zhang, Tassadit Bouadi, Arnaud Martin
    Pages 260-268
  24. Kuang Zhou, Quan Pan, Arnaud Martin
    Pages 269-277
  25. Back Matter
    Pages 279-280

About these proceedings

Introduction

This book constitutes the refereed proceedings of the 5th International Conference on Belief Functions, BELIEF 2018, held in Compiègne, France, in September 2018.
The 33 revised regular papers presented in this book were carefully selected and reviewed from 73 submissions. The papers were solicited on theoretical aspects (including for example statistical inference, mathematical foundations, continuous belief functions) as well as on applications in various areas including classification, statistics, data fusion, network analysis and intelligent vehicles.

Keywords

uncertainty quantification fuzzy sets belief functions imprecise probabilities machine learning imprecision data science statistics graphical models information fusion uncertainty analysis sensors problem solving classification

Editors and affiliations

  1. 1.University of Technology of CompiègneCompiègne CedexFrance
  2. 2.UMR CNRS 7253 HeudiasycUniversité de Technologie de CompiègneCompiègne CedexFrance
  3. 3.Department of Computing and CommunicationOxford Brookes UniversityOxfordUnited Kingdom
  4. 4.Université de Rennes 1Lannion CedexFrance

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-99383-6
  • Copyright Information Springer Nature Switzerland AG 2018
  • Publisher Name Springer, Cham
  • eBook Packages Computer Science
  • Print ISBN 978-3-319-99382-9
  • Online ISBN 978-3-319-99383-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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