Belief Functions: Theory and Applications 5th International Conferen

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 fro

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Sébastien Destercke Thierry Denoeux Fabio Cuzzolin Arnaud Martin (Eds.)

Belief Functions: Theory and Applications 5th International Conference, BELIEF 2018 Compiègne, France, September 17–21, 2018 Proceedings

123

Lecture Notes in Artificial Intelligence Subseries of Lecture Notes in Computer Science

LNAI Series Editors Randy Goebel University of Alberta, Edmonton, Canada Yuzuru Tanaka Hokkaido University, Sapporo, Japan Wolfgang Wahlster DFKI and Saarland University, Saarbrücken, Germany

LNAI Founding Series Editor Joerg Siekmann DFKI and Saarland University, Saarbrücken, Germany

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More information about this series at http://www.springer.com/series/1244

Sébastien Destercke Thierry Denoeux Fabio Cuzzolin Arnaud Martin (Eds.) •



Belief Functions: Theory and Applications 5th International Conference, BELIEF 2018 Compiègne, France, September 17–21, 2018 Proceedings

123

Editors Sébastien Destercke University of Technology of Compiègne Compiègne Cedex France Thierry Denoeux UMR CNRS 7253 Heudiasyc Université de Technologie de Compiègne Compiègne Cedex France

Fabio Cuzzolin Department of Computing and Communication Oxford Brookes University Oxford UK Arnaud Martin Université de Rennes 1 Lannion Cedex France

ISSN 0302-9743 ISSN 1611-3349 (electronic) Lecture Notes in Artificial Intelligence ISBN 978-3-319-99382-9 ISBN 978-3-319-99383-6 (eBook) https://doi.org/10.1007/978-3-319-99383-6 Library of Congress Control Number: 2018951243 LNCS Sublibrary: SL7 – Artificial Intelligence © Springer Nature Switzerland AG 2018 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations. This Springer imprint is published by the registered company Springer Nature Switzerland AG The registered company address is: Gewerbestrasse 11, 6330 Cham, Switzerland

Preface

The theory of belief functions, also known as evidence theory or Dempster–Shafer theory, was first introduced by Art