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Introduction to pattern recognition and machine learning / M. Narasimha Murty, V. Susheela Devi
New Jersey : World Scientific, 2015
383 pages. ; 23 cm.
Ký hiệu phân loại (DDC): 003.5
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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