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Symbolic and Quantitative Approaches to Reasoning with Uncertainty : 13th European Conference, ECSQARU 2015, Compiègne, France, July 15-17, 2015. Proceedings / edited by Sébastien Destercke, Thierry Denoeux
Contributor(s): Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: SpringerLink Bücher | Lecture notes in computer science ; 9161Publisher: Cham [u.a.] : Springer, 2015Description: Online-Ressource (XIII, 554 p. 107 illus, online resource)ISBN:- 9783319208077
- Unsicherheit
- Inferenz Künstliche Intelligenz
- Unsicheres Schließen
- Computer Science
- Computer logic
- Mathematical logic
- Information storage and retrieval
- Computer communication systems
- Computer Communication Networks
- Logic design
- Application software
- Machine theory
- Computer networks
- Computer science
- Information storage and retrieval systems
- Artificial intelligence
- 006.3
- Q334-342 TJ210.2-211.495
- Q334-342
- TJ210.2-211.495
Contents:
Summary: Decision theory and preferences -- Argumentation.-Conditionals -- Game theory -- Belief update -- Classification -- Inconsistency -- Graphical models -- Bayesian Networks -- Belief functions -- Logic.-Probabilistic graphical models for scalable data analytics.Summary: 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.PPN: PPN: 1657536955Package identifier: Produktsigel: ZDB-2-SXCS | ZDB-2-LNC | ZDB-2-SCS | ZDB-2-SEB
Decision theory and preferencesArgumentation.-Conditionals -- Game theory -- Belief update -- Classification -- Inconsistency -- Graphical models -- Bayesian Networks -- Belief functions -- Logic.-Probabilistic graphical models for scalable data analytics.
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