Pattern Recognition 4th Ed. & Introduction to Pattern Recognition A Matlab Approach - Rilegato

Theodoridis, Sergios; Koutroumbas, Konstantinos; Pikrakis, Aggelos; Cavouras, Dionisis

Rilegato

ISBN 10: 0123744911 ISBN 13: 9780123744913

Casa editrice: Academic Pr, 2010

Riassunto

This specially priced set includes a copy of Theodoridis/Koutroumbas, Pattern Recognition 4e and Theodoridis/Pikrakis/Koutroumbas/Cavouras, Introduction to Pattern Recognition: A Matlab Approach.

The main text provides breadth and depth of coverage of pattern recognition theory and application, including modern topics like non-linear dimensionality reduction techniques, relevance feedback, semi-supervised learning, spectral clustering, and combining clustering algorithms.  Together with worked examples, exercises, and Matlab applications it provides the most comprehensive coverage currently available.

The accompanying manual includes MATLAB code of the most common methods and algorithms in the book, together with a descriptive summary and solved problems, and including real-life data sets in imaging and audio recognition.

This specially priced set includes a copy of Theodoridis/Koutroumbas, Pattern Recognition 4e and Theodoridis/Pikrakis/Koutroumbas/Cavouras, Introduction to Pattern Recognition: A Matlab Approach.

The main text provides breadth and depth of coverage of pattern recognition theory and application, including modern topics like non-linear dimensionality reduction techniques, relevance feedback, semi-supervised learning, spectral clustering, and combining clustering algorithms.  Together with worked examples, exercises, and Matlab applications it provides the most comprehensive coverage currently available.

The accompanying manual includes MATLAB code of the most common methods and algorithms in the book, together with a descriptive summary and solved problems, and including real-life data sets in imaging and audio recognition.

Su questo libro

L'autore:

Sergios Theodoridis is Professor of Signal Processing and Machine Learning in the Department of Informatics and Telecommunications of the University of Athens.

He is the co-author of the bestselling book, Pattern Recognition, and the co-author of Introduction to Pattern Recognition: A MATLAB Approach.

He serves as Editor-in-Chief for the IEEE Transactions on Signal Processing, and he is the co-Editor in Chief with Rama Chellapa for the Academic

Press Library in Signal Processing.

He has received a number of awards including the 2014 IEEE Signal Processing Magazine Best Paper Award, the 2009 IEEE Computational Intelligence Society Transactions on Neural Networks Outstanding Paper Award, the 2014 IEEE Signal Processing Society Education Award, the EURASIP 2014 Meritorious Service Award, and he has served as a Distinguished Lecturer for the IEEE Signal Processing Society and the IEEE Circuits and Systems Society. He is a Fellow of EURASIP and a Fellow of IEEE.

Product Description:

Book by Theodoridis Sergios Koutroumbas Konstantinos

Su questa edizione

• Editore: Academic Pr
• Data di pubblicazione: 2010
• ISBN 10: 0123744911
• ISBN 13: 9780123744913
• Rilegatura: Copertina rigida
• Numero edizione: 4
• Numero di pagine: 500