Type-2 fuzzy graphical models for pattern recognition [electronic resource] / Jia Zeng, Zhi-Qiang Liu.

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Type-2 fuzzy graphical models for pattern recognition [electronic resource] / Jia Zeng, Zhi-Qiang Liu.

9783662446904 electronic book
3662446901 electronic book
9783662446898

Heidelberg : Springer, [2014]

©2015

English

1 online resource (xiii, 201 pages) : illustrations.

10.1007/978-3-662-44690-4 doi

TK7882.P3

006.4

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.

Includes bibliographical references.

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Online resource; title from PDF title page (SpringerLink, viewed October 2, 2014).

Studies in computational intelligence ; v.666.

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