Pattern Recognition: An Algorithmic Approach

Authors: Maddipati Narasimha Murthy, Indian Institute of Sceince, Bengaluru; V. Susheel Devi, Indian Institute of Science, Bengaluru

This book adopts a detailed and methodological algorithmic approach to explain the concepts of pattern recognition. While the text provides a systematic account of its major topics such as pattern representation and nearest neighbour based classifiers, current topics– neural networks, support vector machines and decision trees—attributed to the recent vast progress in this field are also dealt with. Introduction to Pattern Recognition and Machine Learning will equip readers, especially senior computer science undergraduates, with a deeper understanding of the subject matter.

ISBN 978-981-4335-45-4 | First published in 2015 Co-publisher: World Scientific Publishing Company