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.
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Language English ● Format EPUB ● Pages 404 ● ISBN 9789814656276 ● File size 9.1 MB ● Publisher World Scientific Publishing Company ● City Singapore ● Country SG ● Published 2015 ● Downloadable 24 months ● Currency EUR ● ID 5528442 ● Copy protection Adobe DRM
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