INTRODUCTION TO PATTERN RECOGNITION AND MACHINE LEARNING (Iisc Lecture Notes)
Murty M Narasimha
ISBN 10: 9814335452 ISBN 13: 9789814335454
Published by Wsp/Inida Inst Sci, 2014
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Hardcover
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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 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.
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.
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Bibliographic Details
Title: INTRODUCTION TO PATTERN RECOGNITION AND ...
Publisher: Wsp/Inida Inst Sci
Publication Date: 2014
Binding: Hardcover
Condition: New