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Pattern Recognition
Statistical, Structural and Neural Approaches
by Robert J. Schalkoff
Computers / Optical Data Processing
Psychology / Cognitive Psychology & Cognition
Technology & Engineering / Electrical
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Wiley
Year: 1992
Pages: 364
Language: EN
About this book
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 fou...
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