Introduction To Pattern Recognition And Machine Learning
M Narasimha Et Al Murty, "Introduction To Pattern Recognition And Machine Learning"
English | ISBN: 9814335452 | 2015 | 404 pages | PDF | 2 MB
English | ISBN: 9814335452 | 2015 | 404 pages | PDF | 2 MB
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 neighour 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. "Pattern Recognition: An Algorithmic Approach" will equip readers, especially senior computer science undergraduates, with a deeper understanding of the subject matter.