Bayesian Networks and Decision Graphs pdf epub mobi txt 电子书下载 2025

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出版者:Springer

作者:Thomas Dyhre Nielsen

出品人:

页数:468

译者:

出版时间:2007-6-6

价格:GBP 74.99

装帧:Hardcover

isbn号码:9780387682815

丛书系列:

图书标签:

机器学习
MachineLearning
Graph-Model
AI
网络
Machine_Learning
Machine-Learning
BayesianNetwork

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This is a brand new edition of an essential work on Bayesian networks and decision graphs. It is an introduction to probabilistic graphical models including Bayesian networks and influence diagrams. The reader is guided through the two types of frameworks with examples and exercises, which also give instruction on how to build these models. Structured in two parts, the first section focuses on probabilistic graphical models, while the second part deals with decision graphs, and in addition to the frameworks described in the previous edition, it also introduces Markov decision process and partially ordered decision problems.