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Google圖書搜尋
Pattern Recognition
Robert J. Schalkoff
其他書名
Statistical, Structural and Neural Approaches
出版
Wiley
, 1992
主題
Computers / Optical Data Processing
Psychology / Cognitive Psychology & Cognition
Technology & Engineering / Electrical
Technology & Engineering / Mechanical
Technology & Engineering / Manufacturing
ISBN
0471529745
9780471529743
URL
http://books.google.com.hk/books?id=d2ZQAAAAMAAJ&hl=&source=gbs_api
註釋
Explores the heart of pattern recognition concepts, methods and applications using statistical, syntactic and neural approaches. Divided into four sections, it clearly demonstrates the similarities and differences among the three approaches. The second part deals with the statistical pattern recognition approach, starting with a simple example and finishing with unsupervised learning through clustering. Section three discusses the syntactic approach and explores such topics as the capabilities of string grammars and parsing; higher dimensional representations and graphical approaches. Part four presents an excellent overview of the emerging neural approach including an examination of pattern associations and feedforward nets. Along with examples, each chapter provides the reader with pertinent literature for a more in-depth study of specific topics.