Graphical Models : Representations for Learning, Reasoning and Data Mining Hardback
by Christian (European Centre for Soft Computing) Borgelt, Matthias (University of Magdeburg, Germany) Steinbrecher, Rudolf R. (University of Magdeburg, Germany) Kruse
Part of the Wiley Series in Computational Statistics series
Hardback
Description
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.
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:404 pages
- Publisher:John Wiley & Sons Inc
- Publication Date:07/08/2009
- Category:
- ISBN:9780470722107
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:404 pages
- Publisher:John Wiley & Sons Inc
- Publication Date:07/08/2009
- Category:
- ISBN:9780470722107
