INTRO TO PATTERN RECOGN & MACHINE LEARN

INTRO TO PATTERN RECOGN & MACHINE LEARN

Autore: M Narasimha Murty, V Susheela Devi
Editore: World Scientific Publishing Company
Data di pubblicazione: 2015
ISBN: 9789814335454

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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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