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Graphical Models

Graphical Models

Representations for Learning, Reasoning and Data Mining

by Christian BorgeltMatthias Steinbrecher and Rudolf R. Kruse
Hardback
Publication Date: 07/08/2009

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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.
ISBN:
9780470722107
9780470722107
Category:
Probability & statistics
Format:
Hardback
Publication Date:
07-08-2009
Language:
English
Publisher:
John Wiley & Sons Inc
Country of origin:
United States
Edition:
2nd Edition
Pages:
404
Dimensions (mm):
236x159x27mm
Weight:
0.71kg

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