INTRO TO PATTERN RECOGN & MACHINE LEARN - Murty M Narasimha
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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. Intr ... Full description
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Description
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.
More Information
| Author | Murty M Narasimha |
|---|---|
| Publisher | WSP/INIDA INST SCI |
| Release year | 2015 |
| Cover type | Hardcover |
| EAN | 9789814335454 |