TY  - BOOK
ID  - borgelt2009graphicalmodelsbook
T1  - Graphical Models: Representations for Learning, Reasoning and Data Mining
A1  - Borgelt, Christian
A1  - Steinbrecher, Matthias
A1  - Kruse, Rudolf
TI  - Graphical Models: Representations for Learning, Reasoning and Data Mining
Y1  - 2009
U1  - Edition: 2nd
PB  - Wiley
AD  - United Kingdom
SN  - 978-0-470-72210-7
UR  - http://eu.wiley.com/WileyCDA/WileyTitle/productCd-047072210X.html
N2  - 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.
ER  -