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Book synopsis

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.

Book details

Book category Books in English Mathematics & science Mathematics Probability & statistics

• Full title: Graphical Models - Methods for Data Analysis and Mining 2e
• Author: Borgelt
• Language: English
• Binding: Hardback
• Number of pages: 404
• EAN: 9780470722107
• ISBN: 047072210X
• ID: 04380179
• Publisher: John Wiley & Sons Inc
• Weight: 718 g
• Dimensions: 161 × 241 × 28 mm
• Date of publishing: 07. August 2009

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