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Type-2 Fuzzy Graphical Models for Pattern Recognition

  • Jia Zeng
  • Zhi-Qiang Liu

Part of the Studies in Computational Intelligence book series (SCI, volume 591)

Table of contents

  1. Front Matter
    Pages i-xiii
  2. Jia Zeng, Zhi-Qiang Liu
    Pages 1-7
  3. Jia Zeng, Zhi-Qiang Liu
    Pages 9-16
  4. Jia Zeng, Zhi-Qiang Liu
    Pages 17-44
  5. Jia Zeng, Zhi-Qiang Liu
    Pages 45-56
  6. Jia Zeng, Zhi-Qiang Liu
    Pages 57-83
  7. Jia Zeng, Zhi-Qiang Liu
    Pages 85-128
  8. Jia Zeng, Zhi-Qiang Liu
    Pages 129-198
  9. Jia Zeng, Zhi-Qiang Liu
    Pages 199-201

About this book

Introduction

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.

Keywords

Artificial Intelligence Pattern Recognition Probabilistic Graphical Models Type-2 fuzzy Sets type-2 Fuzzy Logic

Authors and affiliations

  • Jia Zeng
    • 1
  • Zhi-Qiang Liu
    • 2
  1. 1.School of Computer Science and TechnologySoochow UniversitySuzhouChina
  2. 2.School of Creative MediaCity University of Hong KongHong KongChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-662-44690-4
  • Copyright Information Tsinghua University Press, Beijing and Springer-Verlag Berlin Heidelberg 2015
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-662-44689-8
  • Online ISBN 978-3-662-44690-4
  • Series Print ISSN 1860-949X
  • Series Online ISSN 1860-9503
  • Buy this book on publisher's site