Bayesian Nets and Causality: Philosophical and Computational Foundations

ISBN: 9780198530794 出版年:2007 页码:250 Williamson, Jon Oxford University Press

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内容简介

Bayesian nets are widely used in artificial intelligence as a calculus for casual reasoning, enabling machines to make predictions, perform diagnoses, take decisions and even to discover casual relationships. This book, aimed at researchers and graduate students in computer science, mathematics and philosophy, brings together two important research topics: how to automate reasoning in artificial intelligence, and the nature of causality and probability in philosophy.

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