Introduction To Pattern Recognition And Machine Learning

by M Narasimha Murty, V Susheela Devi

Overview

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.

Product Details

ISBN-13:	9789814335454
Publisher:	World Scientific Publishing Company, Incorporated
Publication date:	06/16/2015
Series:	Iisc Lecture Notes Series , #5
Pages:	404
Product dimensions:	5.80(w) x 9.10(h) x 1.00(d)