Introduction to pattern recognition and machine learning
"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, suppor...
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| Main Authors | , |
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| Format | Electronic eBook |
| Language | English |
| Published |
New Jersey :
World Scientific,
[2015]
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| Series | IISc lecture notes series ;
5. |
| Subjects | |
| Online Access | Full text |
| ISBN | 9789814335461 9814335460 9781680158588 1680158589 9789814335454 9814335452 |
| ISSN | 2010-2402 ; |
| Physical Description | 1 online resource |
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| Summary: | "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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| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9789814335461 9814335460 9781680158588 1680158589 9789814335454 9814335452 |
| ISSN: | 2010-2402 ; |
| Access: | Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty |
| Physical Description: | 1 online resource |