GraphicalModels

GraphicalModels

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作者: Christian Borgelt 著 , Matthias Steinbrecher 著 , Rudolf R Kruse 著

出版社: Wiley&Sons

出版时间: 2009-09

ISBN: 9780470722107

定价: 918.40

装帧: 精装

页数: 404页

正文语种: 英语

丛书: WileySeriesinComputationalStatistics

分类: 外文古旧书>英文书>工程技术

Graphical models are of increasing importance in applied statistics, and in particular in data mining. Providing a self-contained introduction and overview to learning relational, probabilistic, and possibilistic networks from data, this second edition of Graphical Models is thoroughly updated to include the latest research in this burgeoning field, including a new chapter on visualization. The text provides graduate students, and researchers with all the necessary background material, including modelling under uncertainty, decomposition of distributions, graphical representation of distributions, and applications relating to graphical models and problems for further research.
内容简介:
Graphical models are of increasing importance in applied statistics, and in particular in data mining. Providing a self-contained introduction and overview to learning relational, probabilistic, and possibilistic networks from data, this second edition of Graphical Models is thoroughly updated to include the latest research in this burgeoning field, including a new chapter on visualization. The text provides graduate students, and researchers with all the necessary background material, including modelling under uncertainty, decomposition of distributions, graphical representation of distributions, and applications relating to graphical models and problems for further research.

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现货 Graphical Models: Representations for Learning, Reasoning and Data Mining (Wiley Computational Statistics)[9780470722107]

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