Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9161)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: ECSQARU 2015.
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About this book
This book constitutes the refereed proceedings of the 13th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2015, held in Compiègne, France, in July 2015. The 49 revised full papers presented were carefully reviewed and selected from 69 submissions and cover topics on decision theory and preferences; argumentation; conditionals; game theory; belief update; classification; inconsistency; graphical models; Bayesian networks; belief functions; logic; and probabilistic graphical models for scalable data analytics. Papers come from researchers interested in advancing the technology and from practitioners using uncertainty techniques in real-world applications. The scope of the ECSQARU conferences encompasses fundamental issues, representation, inference, learning, and decision making in qualitative and numeric uncertainty paradigms.
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Keywords
- Web-service
- abstract argumentation
- bayesian networks
- belief function
- big data
- classification
- cloud
- contextual reinforcement
- dynamic systems
- game theory
- graphical models
- grounded semantics
- imprecise probability
- knowledge representation and reasoning
- probabilistic epistemic logic
- scalability
- strong completeness
- virtualization
Table of contents (49 papers)
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Front Matter
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Decision Theory and Preferences
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Front Matter
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Belief Update
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Front Matter
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Other volumes
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Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Editors and Affiliations
Bibliographic Information
Book Title: Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Book Subtitle: 13th European Conference, ECSQARU 2015, Compiègne, France, July 15-17, 2015. Proceedings
Editors: Sébastien Destercke, Thierry Denoeux
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-20807-7
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Softcover ISBN: 978-3-319-20806-0Published: 29 June 2015
eBook ISBN: 978-3-319-20807-7Published: 11 July 2015
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIII, 554
Number of Illustrations: 107 b/w illustrations
Topics: Artificial Intelligence, Information Systems Applications (incl. Internet), Logics and Meanings of Programs, Mathematical Logic and Formal Languages, Information Storage and Retrieval, Computer Communication Networks