Probabilistic Reasoning in Intelligent Systems
Networks of Plausible Inference (Morgan Kaufmann Series in Representation and Reasoning)
Judea Pearl
This comprehensive book explores the theoretical foundations and computational methods behind plausible reasoning under uncertainty. The author provides deep insight into probability as a language for reasoning with partial belief, and offers a unifying perspective on other approaches to uncertainty. Featuring techniques based on belief networks that enable semantics-based systems, the book provides practical solutions for diagnosis, forecasting, decision making, and more, making it ideal for scholars, researchers, and professionals in a wide range of fields.
Дата публикации
1988-09-15T00:00:00.000Z
1988-09-15T00:00:00.000Z
Рейтинг Goodreads
4.29
ISBN
9781558604797
Рекомендации
0