Graphical Models pdf (047072210X)

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Technical Graphical Models: Representations for Learning, Reasoning and Data Mining, Second Edition

Posted on 2010-07-19

Name:	Technical Graphical Models: Representations for Learning, Reasoning and Data Mining, Second Edition
ASIN/ISBN:	047072210X
Publish Date:	2009-10-05
Pages:	404
File size:	2.22 Mb
Publish Date:	2009-10-05
ISBN:	047072210X
Pages:	404
File Type:	PDF
File Size:	2.22 MB
Other Info:	Wiley

Technical Graphical Models: Representations for Learning, Reasoning and Data Mining, Second Edition

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Graphical Models: Representations for Learning, Reasoning and Data Mining, Second Edition (Wiley Series in Computational Statistics) By Christian Borgelt, Matthias Steinbrecher, Professor Dr Rudolf R Kruse

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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