Learning and reasoning with complex representations
Subtitle: PRICAI'96 Workshops on Reasoning with Incomplete and Changing Information and on Inducing Complex Representations, Cairns, Australia, August 26-30, 1996 : selected papers
By: Grigoris Antoniou, Aditya Ghose, Miroslaw Truszczynski, eds.
Contributors: Antoniou, G.; Ghose, Aditya K.; Truszczyński, Mirosław.; Workshop on Inducing Complex Representations (1996 : Cairns, Qld.); Pacific Rim International Conference on Artificial Intelligence (4th : 1996 : Cairns, Qld.)
Series: Lecture notes in computer science ;; 1359.; Lecture notes in artificial intelligence; Lecture notes in computer science ;; 1359.; Lecture notes in computer science.
Publisher: Springer
Published: 1998
Place of publication: Berlin; New York
Language: eng
Number of pages: 283
Subjects: Knowledge representation (Information theory) -- Congresses; Artificial intelligence -- Congresses; Reasoning -- Congresses; Machine learning -- Congresses
Description: This book constitutes the thoroughly revised and refereed post-workshop documentation of two international workshops held in conjunction with the Pacific Rim International Conference on Artificial Intelligence, PRICAI'96, in Cairns, Australia, in August 1996. The volume presents 14 revised full papers togehter with two invited contributions and two introductory surveys particularly commissioned for this book. Among the topics addressed are computational learning, commonsense reasoning, constraint logic programming, fuzzy reasoning, vague data, inductive inference, belief revision, action theory, uncertainty, and probabilistic diagnosis.
Notes: Includes bibliographical references.