UID:
almahu_9948197334402882
Umfang:
1 online resource (viii, 393 pages) :
,
illustrations
Ausgabe:
Second edition.
ISBN:
9780470749562
,
0470749563
,
9780470749555
,
0470749555
,
047072210X
,
9780470722107
Inhalt:
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 distributi.
Anmerkung:
Graphical Models; Contents; Preface; 1 Introduction; 2 Imprecision and Uncertainty; 3 Decomposition; 4 Graphical Representation; 5 Computing Projections; 6 Naive Classifiers; 7 Learning Global Structure; 8 Learning Local Structure; 9 Inductive Causation; 10 Visualization; 11 Applications; A Proofs of Theorems; B Software Tools; Bibliography; Index.
Weitere Ausg.:
Print version: Borgelt, Christian. Graphical models. Chichester, West Sussex, UK : John Wiley, 2009 ISBN 9780470722107
Sprache:
Englisch
Schlagwort(e):
Electronic books.
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9780470749555
Bookmarklink
