Introduction to pattern recognition and machine learning /M Narasimha Murty, Der V Susheela Devi Indian Institute of Science, India. -Singapore :World Scientific,2015

383 tr. ;24 cm

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

1.Pattern recognition systems2.Machine learning

1.Der V Susheela Devi

006.4MU - M

9789814335454