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.

Product details

• Authors: V Susheela Devi, V. Susheela Devi, M Narasimha Murty, M Narasimha Murty & V Susheela Devi, M Narasimha Murty, M. Narasimha Murty, Murty M Narasimha, Murty M Narasimha, V. Susheela Devi, V Susheela Devi
• Publisher: Ingram Publishers Services
• Languages: English
• Product format: Hardback
• Released: 16.06.2015
• EAN: 9789814335454
• ISBN: 978-981-4335-45-4
• Series: IISC Lecture Notes (Hardcover); Iisc Lecture Notes; IISc Lecture Notes Series
• Subjects: Guides; Natural sciences, medicine, IT, technology > IT, data processing > IT; COMPUTERS / Optical Data Processing, pattern recognition