Author: | M Narasimha Murty, V Susheela Devi | ISBN: | 9789814656276 |
Publisher: | World Scientific Publishing Company | Publication: | April 22, 2015 |
Imprint: | WSPC | Language: | English |
Author: | M Narasimha Murty, V Susheela Devi |
ISBN: | 9789814656276 |
Publisher: | World Scientific Publishing Company |
Publication: | April 22, 2015 |
Imprint: | WSPC |
Language: | English |
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.
Contents:
Readership: Academics and working professionals in computer science.
Key Features:
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.
Contents:
Readership: Academics and working professionals in computer science.
Key Features: