Type-2 Fuzzy Graphical Models for Pattern Recognition (Studies in Computational Intelligence, 590)

Zeng, Jia; Liu, Zhi-Qiang

ISBN 10: 3662446898 ISBN 13: 9783662446898

Edit� par Springer, 2014

Neuf(s) Couverture rigide

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Synopsis :

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

� propos de l?auteur:

Prof. Jia ZENG is currently working at the School of Computer Science and Technology, Soochow University, Suzhou 215006, China. Before that, he was a Visiting Research Scholar with the Department of Computer Science, Hong Kong Baptist University from 2009 to 2010 and a Research Fellow in the Department of Electronic Engineering, City University of Hong Kong from 2006 to 2008. He obtained Ph.D. from School of Creative Media, City University of Hong Kong in October 2006, and B.Eng. with excellent academic honors at Wuhan University of Technology, China in 2002. His research interests have been mainly in the areas of type-2 fuzzy systems, probabilistic graphical models, pattern recognition and computational biology. He has authored and co-authored a number of publications appearing in high-profile journals and leading conferences. He won the 2006 Postgraduate Student Paper Contest, Second Prize, IEEE Region 10 and 2005 Postgraduate Student Paper Contest, First Prize, IEEE Region 10, respectively. He has also been invited to serve in a number of journals and conferences as the reviewer.

Prof Zhi-Qiang LIU received the M.A.Sc. degree in Aerospace Engineering from the Institute for Aerospace Studies, the University of Toronto, and the Ph.D. degree in Electrical Engineering from The University of Alberta, Canada. He is currently at the School of Creative Media, City University of Hong Kong. He has taught computer architecture, computer networks, artificial intelligence, programming languages, machine learning, pattern recognition, computer graphics, and art & technology. His interests are neural-fuzzy systems, machine learning, media computing and computer vision.

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Titre : Type-2 Fuzzy Graphical Models for Pattern ...
�diteur : Springer
Date d'�dition : 2014
Reliure : Couverture rigide
Etat : New

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Type-2 Fuzzy Graphical Models for Pattern Recognition

Zeng, Jia

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Type-2 Fuzzy Graphical Models for Pattern Recognition

Jia Zeng|Zhi-Qiang Liu

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Gebunden. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Focuses on type-2 fuzzy systems for pattern recognition problemsDescribes recent advances of type-2 fuzzy systems for real-world pattern recognition problems, such as speech recognition, handwriting recognition and topic modelingTopics incl. N� de r�f. du vendeur 5227747

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Type-2 Fuzzy Graphical Models for Pattern Recognition (Studies in Computational Intelligence, 590)

Zeng, Jia; Liu, Zhi-Qiang

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ISBN 10 : 3662446898 ISBN 13 : 9783662446898

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Type-2 Fuzzy Graphical Models for Pattern Recognition

Zeng, Jia; Liu, Zhi-Qiang

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Type-2 Fuzzy Graphical Models for Pattern Recognition

Zhi-Qiang Liu

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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. N� de r�f. du vendeur 9783662446898

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Type-2 Fuzzy Graphical Models for Pattern Recognition

Zhi-Qiang Liu

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Buch. Etat : Neu. This item is printed on demand - Print on Demand Titel. Neuware -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.Springer-Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 220 pp. Englisch. N� de r�f. du vendeur 9783662446898

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Type-2 Fuzzy Graphical Models for Pattern Recognition

Zhi-Qiang Liu

Edit� par Springer Berlin Heidelberg Sep 2014, 2014

ISBN 10 : 3662446898 ISBN 13 : 9783662446898

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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 220 pp. Englisch. N� de r�f. du vendeur 9783662446898

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