Introduction To Pattern Recognition And Machine Learning
Apr 2015 · Iisc Lecture Notes Series Book 5 · World Scientific
Ebook
404
Pages
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Eligible
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About this ebook
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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