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Murty, M. Narasimha Introduction to pattern recognition and machine learning

Murty, M. Narasimha
Introduction to pattern recognition and machine learning/ M Narasimha Murty, Der V Susheela Devi . -- Singapore: World Scientific, 2015 xvii, 383 pages: illustrations; 24 cm
Dewey Class no. : 006.4 -- dc 23
Call no. : 006.4 M984

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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Từ khóa: Machine Learning, COMPUTERS General, Pattern Recognition, Automated

14 p ovanketv4 31/10/2024 9 0

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