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Learning Bayesian Networks pdf epub mobi txt 电子书下载 2024

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Richard E. Neapolitan

Pearson

2003-3-27

674

GBP 133.99

Hardcover

9780130125347

图书标签: 机器学习 Bayesian Graph-Model machine_learning academia Machine-Learning AI

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发表于2024-11-22

Learning Bayesian Networks epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Learning Bayesian Networks pdf epub mobi txt 电子书下载 2024

图书描述

For courses in Bayesian Networks or Advanced Networking focusing on Bayesian networks found in departments of Computer Science, Computer Engineering and Electrical Engineering. Also appropriate as a supplementary text in courses on Expert Systems, Machine Learning, and Artificial Intelligence where the topic of Bayesian Networks is covered. This book provides an accessible and unified discussion of Bayesian networks. It includes discussions of topics related to the areas of artificial intelligence, expert systems and decision analysis, the fields in which Bayesian networks are frequently applied. The author discusses both methods for doing inference in Bayesian networks and influence diagrams. The book also covers the Bayesian method for learning the values of discrete and continuous parameters. Both the Bayesian and constraint-based methods for learning structure are discussed in detail.

Learning Bayesian Networks 下载 mobi epub pdf txt 电子书