| Graphical Models: Representations for Learning, Reasoning and Data Mining Contributor(s): Borgelt, Christian (Author), Steinbrecher, Matthias (Author), Kruse, Rudolf R. (Author) |
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ISBN: 047072210X ISBN-13: 9780470722107 Publisher: Wiley OUR PRICE: $146.25 Product Type: Hardcover - Other Formats Published: September 2009 |
| Additional Information |
| BISAC Categories: - Mathematics | Probability & Statistics - General |
| Dewey: 006.312 |
| LCCN: 2009028756 |
| Series: Wiley Series in Computational Statistics |
| Physical Information: 1" H x 6.1" W x 9" (1.55 lbs) 404 pages |
| Descriptions, Reviews, Etc. |
| Publisher 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. |