Symbolic and Quantitative Approaches to Reasoning with Uncertainty

14th European Conference, ECSQARU 2017, Lugano, Switzerland, July 10-14, 2017, Proceedings
1. Auflage 2017
ISBN: 978-3-319-61580-6
Verlag: Springer International Publishing

Buch, Englisch, 502 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 785 g

Reihe: Lecture Notes in Artificial Intelligence

This book constitutes the refereed proceedings of the 14th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2017, held in Lugano, Switzerland, in July 2017. The 44 revised full papers presented together with 5 abstracts of invited talks were carefully reviewed and selected from 63 submissions and cover topics on analogical reasoning; argumentation; Bayesian networks; belief functions; conditionals; credal sets, credal networks; decision theory, decision making and reasoning under uncertainty; fuzzy sets, fuzzy logic; logics; orthopairs; possibilistic networks; and probabilistic logics, probabilistic reasoning.

Zielgruppe

Research

Autoren/Hrsg.

Antonucci, Alessandro

Papini, Odile

Cholvy, Laurence

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken
• Mathematik | Informatik EDV | Informatik Angewandte Informatik
• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung
• Mathematik | Informatik EDV | Informatik Informatik Logik, formale Sprachen, Automaten
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz

Inhaltsverzeichnis

Analogical reasoning.- Argumentation.- Bayesian networks.- Belief functions.- Conditionals.- Credal sets, credal networks.- Decision theory, decision making and reasoning under uncertainty.- Fuzzy sets, fuzzy logic.- Logics.-Orthopairs.- Possibilistic networks.- Probabilistic logics, probabilistic reasoning.