Symbolic and Quantitative Approaches to Reasoning with Uncertainty 13th European Conference, ECSQARU 2015, Compiègne, France, July 15-17, 2015. Proceedings /
Symbolic and Quantitative Approaches to Reasoning with Uncertainty 13th European Conference, ECSQARU 2015, Compiègne, France, July 15-17, 2015. Proceedings / [electronic resource] :
edited by Sébastien Destercke, Thierry Denoeux.
- 1st ed. 2015.
- XIII, 554 p. 107 illus. online resource.
- Lecture Notes in Artificial Intelligence, 9161 2945-9141 ; .
- Lecture Notes in Artificial Intelligence, 9161 .
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.
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.
9783319208077
10.1007/978-3-319-20807-7 doi
Artificial intelligence.
Application software.
Computer science.
Machine theory.
Information storage and retrieval systems.
Computer networks .
Artificial Intelligence.
Computer and Information Systems Applications.
Computer Science Logic and Foundations of Programming.
Formal Languages and Automata Theory.
Information Storage and Retrieval.
Computer Communication Networks.
Q334-342 TA347.A78
006.3
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.
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.
9783319208077
10.1007/978-3-319-20807-7 doi
Artificial intelligence.
Application software.
Computer science.
Machine theory.
Information storage and retrieval systems.
Computer networks .
Artificial Intelligence.
Computer and Information Systems Applications.
Computer Science Logic and Foundations of Programming.
Formal Languages and Automata Theory.
Information Storage and Retrieval.
Computer Communication Networks.
Q334-342 TA347.A78
006.3