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Pattern Recognition


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Table of Contents

IntroductionRepresentationNearest Neighbour Based ClassifiersBayes ClassifierHidden Markov ModelsDecision TreesSupport Vector MachinesCombination of ClassifiersClusteringSummaryAn Application: Handwritten Digit Recognition

About the Author

Dr. M. Narasimha Murty is a professor in the Department of Computer Science and Automation at the Indian Institute of Science, Bangalore. Dr. V. Susheela Devi is a senior scientific officer in the Department of Computer Science and Automation at the Indian Institute of Science, Bangalore.


From the reviews:

"This interesting book provides a concise and simple exposition of principal topics in pattern recognition using an algorithmic approach, and is intended mainly for undergraduate and postgraduate students. ... An application to handwritten digit recognition is described at the end of the book. Many examples and exercises are proposed to make the treatment clear. A 'further reading' section and a bibliography are presented at the end of each chapter." (Patrizio Frosini, Zentralblatt MATH, Vol. 1238, 2012)

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