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Title: Artificial intelligence and statistics

This book explores the possible applications of artificial intelligence in statistics and conversely, statistics in artificial intelligence. It is a collection of seventeen papers written by leaders in the field. Most of the papers were prepared for the Workshop on Artificial Intelligence and Statistics held in April 1985 and sponsored by ATandT Bell Laboratories. The book is divided into six parts: uncertainly propagation, clustering and learning, expert systems, environments for supporting statistical strategy, knowledge acquisition, and strategy. The editor ties the collection together in the first chapter by providing an overview of AI and statistics, discussing the Workshop, and exploring future research in the field.
Authors:
Publication Date:
OSTI Identifier:
6721383
Resource Type:
Book
Publisher:
Addison-Wesley Pub. Co. Inc.,Reading, MA
Country of Publication:
United States
Language:
English
Subject:
99 GENERAL AND MISCELLANEOUS//MATHEMATICS, COMPUTING, AND INFORMATION SCIENCE; ARTIFICIAL INTELLIGENCE; REVIEWS; STATISTICS; DATA ACQUISITION; DATA COVARIANCES; EXPERT SYSTEMS; FORECASTING; KNOWLEDGE BASE; LEARNING; PLANNING; RESEARCH PROGRAMS; DOCUMENT TYPES; MATHEMATICS 990210* -- Supercomputers-- (1987-1989); 990230 -- Mathematics & Mathematical Models-- (1987-1989)