Bayesian Networks and Decision Graphs

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

出版者:Springer
作者:Finn V. Jensen
出品人:
页数:464
译者:
出版时间:2010-11-23
价格:USD 99.00
装帧:Paperback
isbn号码:9781441923943
丛书系列:
图书标签:
  • 逻辑学 
  • 英文原版 
  • 统计学习 
  • 概率论 
  • 决策分析 
  • bayesian 
  • AI 
  •  
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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.

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