Introduction to Pattern Recognition and Machine Learning

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.

• | Author: M. Narasimha Murty, V. Susheela Devi
• | Publisher: World Scientific Publishing Company Incorporated
• | Publication Date: Jun 01, 2015
• | Number of Pages: 300 pages
• | Language: English
• | Binding: Hardcover
• | ISBN-10: 9814335452
• | ISBN-13: 9789814335454