INTRODUCTION TO PATTERN RECOGNITION AND MACHINE LEARNING (Iisc Lecture Notes) - Hardcover

Murty M Narasimha

 
9789814335454: INTRODUCTION TO PATTERN RECOGNITION AND MACHINE LEARNING (Iisc Lecture Notes)
Hardcover
ISBN 10: 9814335452 ISBN 13: 9789814335454
Publisher: Wsp/Inida Inst Sci, 2014

Synopsis

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.

"synopsis" may belong to another edition of this title.

From the Back Cover

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 neighour 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. Pattern Recognition: An Algorithmic Approach will equip readers, especially senior computer science undergraduates, with a deeper understanding of the subject matter.

"About this title" may belong to another edition of this title.

Publisher
Wsp/Inida Inst Sci
Publication date
2014
Language
English
ISBN 10 
9814335452
ISBN 13 
9789814335454
Binding
Hardcover
Number of pages
404