Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Subtitle: 8th European Conference, ECSQARU 2005, Barcelona, Spain, July 6-8, 2005, Proceedings (Lecture Notes in Computer Science)
Edition: 1 edition
Publisher: Springer
Published: August 22, 2005
Language: eng
Format: Paperback
Number of pages: 1028
ISBN-13: 9783540273264
Subjects: Computing and Information Technology; Computers - General Information; Computers; Computer Books: General; Artificial Intelligence - General; Logic; Computers / Artificial Intelligence; algorithmic learning; bayesian networks; causal networks; decision making; decision theory; fuzzy information; fuzzy logic; imprecise information; possibility theory; Artificial intelligence; Congresses; Reasoning; Uncertainty (Information theory)
First sentence: This talk will review the basic notions of imprecise probability following Walley's theory [1] and its application to graphical models which usually have considered precise Bayesian probabilities [2].