Graphical Models: Representations for Learning, Reasoning and Data Mining (BOK)

Christian Borgelt, Rudolf R. Kruse, Matthias Steinbrecher

1 079,00 1 07900
Sendes vanligvis innen 5-15 dager
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.


Språk Engelsk Engelsk Innbinding Heftet
Utgitt 2009 Forfatter Christian Borgelt, Matthias Steinbrecher, Rudolf R. Kruse
ISBN 9780470722107
Antall sider 404 Dimensjoner 16cm x 24cm x 2,7cm
Vekt 718 gram Leverandør Bertram Trading Ltd
Emner og form Electronics & communications engineering, Probability & statistics, Data mining