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Type-2 fuzzy graphical models for pa...

Liu, Zhi-Qiang.

Type-2 fuzzy graphical models for pattern recognition

Record Type:	Electronic resources : Monograph/item
Title/Author:	Type-2 fuzzy graphical models for pattern recognitionby Jia Zeng, Zhi-Qiang Liu.
Author:	Zeng, Jia.
other author:	Liu, Zhi-Qiang.
Published:	Berlin, Heidelberg :Springer Berlin Heidelberg :2015.
Description:	xiii, 201 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Pattern recognition systems.
Online resource:	http://dx.doi.org/10.1007/978-3-662-44690-4
ISBN:	9783662446904 (electronic bk.)

Type-2 fuzzy graphical models for pattern recognition
Zeng, Jia.

Type-2 fuzzy graphical models for pattern recognition[electronic resource] /by Jia Zeng, Zhi-Qiang Liu. - Berlin, Heidelberg :Springer Berlin Heidelberg :2015. - xiii, 201 p. :ill., digital ;24 cm. - Studies in computational intelligence,v.5911860-949X ;. - Studies in computational intelligence ;v. 216..

Introduction -- Probabilistic Graphical Models -- Type-2 Fuzzy Sets for Pattern Recognition -- Type-2 Fuzzy Gaussian Mixture Models -- Type-2 Fuzzy Hidden Moarkov Models -- Type-2 Fuzzy Markov Random Fields -- Type-2 Fuzzy Topic Models -- Conclusions and FutureWork.

This book discusses how to combine type-2 fuzzy sets and graphical models to solve a range of real-world pattern recognition problems such as speech recognition, handwritten Chinese character recognition, topic modeling as well as human action recognition. It covers these recent developments while also providing a comprehensive introduction to the fields of type-2 fuzzy sets and graphical models. Though primarily intended for graduate students, researchers and practitioners in fuzzy logic and pattern recognition, the book can also serve as a valuable reference work for researchers without any previous knowledge of these fields. Dr. Jia Zeng is a Professor at the School of Computer Science and Technology, Soochow University, China. Dr. Zhi-Qiang Liu is a Professor at the School of Creative Media, City University of Hong Kong, China.

ISBN: 9783662446904 (electronic bk.)

Standard No.: 10.1007/978-3-662-44690-4doiSubjects--Topical Terms:

183725
Pattern recognition systems.

LC Class. No.: TK7882.P3

Dewey Class. No.: 006.4

Type-2 fuzzy graphical models for pattern recognition
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520 $a This book discusses how to combine type-2 fuzzy sets and graphical models to solve a range of real-world pattern recognition problems such as speech recognition, handwritten Chinese character recognition, topic modeling as well as human action recognition. It covers these recent developments while also providing a comprehensive introduction to the fields of type-2 fuzzy sets and graphical models. Though primarily intended for graduate students, researchers and practitioners in fuzzy logic and pattern recognition, the book can also serve as a valuable reference work for researchers without any previous knowledge of these fields. Dr. Jia Zeng is a Professor at the School of Computer Science and Technology, Soochow University, China. Dr. Zhi-Qiang Liu is a Professor at the School of Creative Media, City University of Hong Kong, China.
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