Learning Bayesian Networks 2024 pdf epub mobi 电子书

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发表于2024-06-14

Learning Bayesian Networks 2024 pdf epub mobi 电子书

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出版者:Pearson

作者:Richard E. Neapolitan

出品人:

页数:674

译者:

出版时间:2003-3-27

价格:GBP 133.99

装帧:Hardcover

isbn号码:9780130125347

丛书系列:

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

Learning Bayesian Networks 2024 pdf epub mobi 电子书图书描述

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 2024 pdf epub mobi 电子书

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