Probabilistic graphical models : principles and applications /

This accessible text/reference provides a general introduction to probabilistic graphical models (PGMs) from an engineering perspective. The book covers the fundamentals for each of the main classes of PGMs, including representation, inference and learning principles and reviews real-world applicati...

Full description

Bibliographic Details

Main Author:	Sucar, Luis Enrique (Author)
Format:	Book
Language:	English
Published:	London ; New York : Springer, [2015]
Series:	Advances in computer vision and pattern recognition.
Subjects:	Uncertainty (Information theory) Graphical modeling (Statistics)