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Introduction Representation Nearest Neighbour Based Classifiers Bayes Classifier Hidden Markov Models Decision Trees Support Vector Machines Combination of Classifiers Clustering Summary An Application: Handwritten Digit Recognition
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)