Type-2 Fuzzy Graphical Models for Pattern Recognition
Buch in deiner Nähe kaufen
Beschreibung
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.
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.
Focuses on type-2 fuzzy systems for pattern recognition problems Describes recent advances of type-2 fuzzy systems for real-world pattern recognition problems, such as speech recognition, handwriting recognition and topic modeling Topics including type-2 fuzzy sets, type-2 fuzzy logic, graphical models, pattern recognition and artificial intelligence Includes supplementary material: sn.pub/extras
Autor*in
Jia Zeng
Themen in »Type-2 Fuzzy Graphical Models for Pattern Recognition«
Artificial Intelligence Pattern Recognition Probabilistic Graphical Models Type-2 fuzzy Sets type-2 Fuzzy Logic