Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9861)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: BELIEF 2016.
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About this book
This book constitutes the thoroughly refereed proceedings of the 4th International Conference on Belief Functions, BELIEF 2016, held in Prague, Czech Republic, in September 2016.
The 25 revised full papers presented in this book were carefully selected and reviewed from 33 submissions. The papers describe recent developments of theoretical issues and applications in various areas such as combination rules; conflict management; generalized information theory; image processing; material sciences; navigation.
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Keywords
- conflict management
- decision-making
- graphical models
- imprecise probabilities
- information fusion
- approximate reasoning
- classification
- crowdsourcing
- dempster-shafer theory
- evidential programming
- fuzzy sets
- image processing
- mapping
- optimization
- semi-supervised learning
- stochastic programming
- theory of evidence
- uncertainty
- unsupervised learning
- vehicle routing problem
Table of contents (25 papers)
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Front Matter
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Decission
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Front Matter
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Classification
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Front Matter
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Other volumes
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Belief Functions: Theory and Applications
Editors and Affiliations
Bibliographic Information
Book Title: Belief Functions: Theory and Applications
Book Subtitle: 4th International Conference, BELIEF 2016, Prague, Czech Republic, September 21-23, 2016, Proceedings
Editors: Jiřina Vejnarová, Václav Kratochvíl
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-45559-4
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Softcover ISBN: 978-3-319-45558-7Published: 08 September 2016
eBook ISBN: 978-3-319-45559-4Published: 07 September 2016
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XI, 251
Number of Illustrations: 44 b/w illustrations
Topics: Artificial Intelligence, Information Systems Applications (incl. Internet), Pattern Recognition, Database Management, Information Storage and Retrieval, Image Processing and Computer Vision