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.
- OSTI ID:
- 6721383
- Country of Publication:
- United States
- Language:
- English
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Related Subjects
990210* -- Supercomputers-- (1987-1989)
990230 -- Mathematics & Mathematical Models-- (1987-1989)
ARTIFICIAL INTELLIGENCE
DATA ACQUISITION
DATA COVARIANCES
DOCUMENT TYPES
EXPERT SYSTEMS
FORECASTING
KNOWLEDGE BASE
LEARNING
MATHEMATICS
PLANNING
RESEARCH PROGRAMS
REVIEWS
STATISTICS