Essentials of Pattern Recognition: An Accessible Approach

Wu, Jianxin

ISBN 10: 1108483461 ISBN 13: 9781108483469

Editorial: Cambridge University Press (edition 1), 2020

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It's a well-cared-for item that has seen limited use. The item may show minor signs of wear. All the text is legible, with all pages included. It may have slight markings and/or highlighting. N� de ref. del art�culo 1108483461-8-1

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Sinopsis:

This textbook introduces fundamental concepts, major models, and popular applications of pattern recognition for a one-semester undergraduate course. To ensure student understanding, the text focuses on a relatively small number of core concepts with an abundance of illustrations and examples. Concepts are reinforced with hands-on exercises to nurture the student's skill in problem solving. New concepts and algorithms are framed by real-world context and established as part of the big picture introduced in an early chapter. A problem-solving strategy is employed in several chapters to equip students with an approach for new problems in pattern recognition. This text also points out common errors that a new player in pattern recognition may encounter, and fosters the ability for readers to find useful resources and independently solve a new pattern recognition task through various working examples. Students with an undergraduate understanding of mathematical analysis, linear algebra, and probability will be well prepared to master the concepts and mathematical analysis presented here.

Acerca del autor: Jianxin Wu is a professor in the Department of Computer Science and Technology and the School of Artificial Intelligence at Nanjing University, China. He received his B.S. and M.S. degrees in computer science from Nanjing University and his Ph.D. degree in computer science from the Georgia Institute of Technology. Professor Wu has served as an area chair for the conference on Computer Vision and Pattern Recognition (CVPR), the International Conference on Computer Vision (ICCV), and the AAAI Conference on Artificial Intelligence, and he is an associate editor for the Pattern Recognition journal. His research interests are computer vision and machine learning.

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Detalles bibliogr�ficos

T�tulo: Essentials of Pattern Recognition: An ...
Editorial: Cambridge University Press (edition 1)
A�o de publicaci�n: 2020
Encuadernaci�n: Hardcover
Condici�n: Very Good
Edici�n: 1.

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Essentials of Pattern Recognition: An Accessible Approach

Wu, Jianxin

Publicado por Cambridge University Press, 2020

ISBN 10: 1108483461 ISBN 13: 9781108483469

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Essentials of Pattern Recognition: An Accessible Approach

Wu, Jianxin

Publicado por Cambridge University Press, 2020

ISBN 10: 1108483461 ISBN 13: 9781108483469

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ESSENTIALS OF PATTERN RECOGNITION

WU, JIANXIN

Publicado por Cambridge University Press, 2020

ISBN 10: 1108483461 ISBN 13: 9781108483469

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Essentials of Pattern Recognition

Jianxin Wu

Publicado por Cambridge University Press, 2020

ISBN 10: 1108483461 ISBN 13: 9781108483469

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