ENGLISH

Graphical models: Representations for learning, reasoning and data mining

By Christian Borgelt , Matthias Steinbrecher , Professor Dr Rudolf R Kruse

Book information

Publisher
Wiley
Year
2009
ISBN
9780470722107, 047072210X
LCC
QA76.9.D343 B67 2009
Open Library ID
OL23643148M
Language
english
Format
PDF
Filesize
2 MB (1737558 bytes)
Series
Wiley Series in Computational Statistics
Edition
2ed.
Pages
397\397
Topic
Education
Library
Kolxo3
Time added
2010-11-11 16:01:50

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.

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