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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Bibliographic Details
Main Authors: Murty, M. Narasimha, (Author), Devi, V. Susheela, (Author)
Format: eBook
Language: English
Published: New Jersey : World Scientific, [2015]
Series: IISc lecture notes series ; 5.
Subjects:
Pattern recognition systems.
Machine learning.
elektronické knihy
electronic books
ISBN: 9789814335461
9814335460
9781680158588
1680158589
9789814335454
9814335452
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."--
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

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