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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Sprache Englisch ● Format EPUB ● Seiten 404 ● ISBN 9789814656276 ● Dateigröße 9.1 MB ● Verlag World Scientific Publishing Company ● Ort Singapore ● Land SG ● Erscheinungsjahr 2015 ● herunterladbar 24 Monate ● Währung EUR ● ID 5528442 ● Kopierschutz Adobe DRM
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