Type-2 Fuzzy Graphical Models for Pattern Recognition (Studies in Computational Intelligence)
暫譯: 型二模糊圖形模型於模式識別的應用(計算智慧研究)
Jia Zeng, Zhi-Qiang Liu
- 出版商: Springer
- 出版日期: 2014-09-29
- 售價: $2,420
- 貴賓價: 9.5 折 $2,299
- 語言: 英文
- 頁數: 201
- 裝訂: Hardcover
- ISBN: 3662446898
- ISBN-13: 9783662446898
海外代購書籍(需單獨結帳)
商品描述
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.
商品描述(中文翻譯)
本書探討如何結合二型模糊集和圖形模型,以解決一系列現實世界的模式識別問題,例如語音識別、手寫中文字符識別、主題建模以及人類行為識別。它涵蓋了這些最新的發展,同時也提供了對二型模糊集和圖形模型領域的全面介紹。雖然本書主要針對研究生、模糊邏輯和模式識別領域的研究人員及實務工作者,但對於對這些領域沒有任何先前知識的研究人員來說,本書也可以作為一個有價值的參考資料。曾佳博士是中國蘇州大學計算機科學與技術學院的教授。劉志強博士是中國香港城市大學創意媒體學院的教授。