Introduction to statistical relational learning /

Advanced statistical modeling and knowledge representation techniques for a newly emerging area of machine learning and probabilistic reasoning; includes introductory material, tutorials for different proposed approaches, and applications.

Bibliographic Details
Other Authors: Getoor, Lise, Taskar, Ben
Format: eBook
Language:English
Published: Cambridge, Mass. : MIT Press, ©2007.
Series:Adaptive computation and machine learning
Subjects:
Online Access:Connect to the full text of this electronic book
Description
Summary:Advanced statistical modeling and knowledge representation techniques for a newly emerging area of machine learning and probabilistic reasoning; includes introductory material, tutorials for different proposed approaches, and applications.
Item Description:"Index" : an online index is available on the book webpage at http://www.cs.umd.edu/srl-book/index.htm.
Physical Description:1 online resource (ix, 586 pages) : illustrations.
ISBN:9780262256230
0262256231
9780262072885
0262072882
9781435603110
1435603117
1282096338
9781282096332
DOI:10.7551/mitpress/7432.001.0001