Type-2 Fuzzy Graphical Models for Pattern Recognition - Couverture rigide

Livre 92 sur 538: Studies in Computational Intelligence

Zeng, Jia; Liu, Zhi-Qiang

 
9783662446898: Type-2 Fuzzy Graphical Models for Pattern Recognition
Couverture rigide
ISBN 10 : 3662446898 ISBN 13 : 9783662446898
Editeur : Springer-Verlag Berlin and Heidelberg GmbH & Co. K, 2014

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.

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À 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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Date d'édition
2014
Langue
anglais
ISBN 10 
3662446898
ISBN 13 
9783662446898
Reliure
Relié
Nombre de pages
201
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Autres éditions populaires du même titre

9783662515228: Type-2 Fuzzy Graphical Models for Pattern Recognition

Edition présentée

ISBN 10 :  3662515229 ISBN 13 :  9783662515228
Editeur : Springer, 2016
Couverture souple