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INTRO TO PATTERN RECOGN & MACHINE LEARN IBD

WSP/INIDA INST SCI
05 / 2015
9789814335454
Inglés

Sinopsis

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 &mdash, neural networks, support vector machines and decision trees &mdash, 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.