An Introduction to Conditional Random Fields
1st Edition
Published on 23. August 2012
Book
Paperback/Softback
120 pages
978-1-60198-572-9 (ISBN)
Description
An Introduction to Conditional Random Fields provides a comprehensive tutorial aimed at application-oriented practitioners seeking to apply CRFs. The monograph does not assume previous knowledge of graphical modeling, and so is intended to be useful to practitioners in a wide variety of fields.
More details
Series
Language
English
Place of publication
Hanover
United States
Target group
Professional and scholarly
Dimensions
Height: 234 mm
Width: 156 mm
Thickness: 6 mm
Weight
181 gr
ISBN-13
978-1-60198-572-9 (9781601985729)
DOI
10.1561/2200000013
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Schweitzer Classification
Content
1: Introduction 2: Modeling 3: Inference 4: Parameter Estimation 5: Related Work and Future Directions. Acknowledgements. References