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Symbolic and Quantitative Approaches to Reasoning with Uncertainty [electronic resource] : 13th European Conference, ECSQARU 2015, Compiègne, France, July 15-17, 2015. Proceedings / edited by Sébastien Destercke, Thierry Denoeux.

Contributor(s): Destercke, Sébastien [editor.] | Denoeux, Thierry [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Artificial Intelligence: 9161Publisher: Cham : Springer International Publishing : Imprint: Springer, 2015Edition: 1st ed. 2015.Description: XIII, 554 p. 107 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783319208077.Subject(s): 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 NetworksAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.3 Online resources: Click here to access online
Contents:
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.
In: Springer Nature eBookSummary: 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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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.

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