INTRODUCTION TO PATTERN RECOGNITION AND MACHINE LEARNING

M Narasimha Murty

  • 出版商: World Scientific Pub
  • 出版日期: 2015-06-01
  • 售價: $5,790
  • 貴賓價: 9.5$5,501
  • 語言: 英文
  • 頁數: 402
  • 裝訂: Paperback
  • ISBN: 9814335452
  • ISBN-13: 9789814335454
  • 相關分類: Machine Learning
  • 海外代購書籍(需單獨結帳)

商品描述

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.