Sergios Theodoridis Pattern Recognition

ISBN 13: 9780126861402

Pattern Recognition

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9780126861402: Pattern Recognition

Pattern recognition is a scientific discipline that is becoming increasingly important in the age of automation and information handling and retrieval. This volume's unifying treatment covers the entire spectrum of pattern recognition applications, from image analysis to speech recognition and communications. It includes discussion of the latest techniques in wavelets, wavelet packets, and fractals. This book presents cutting-edge material on neural networks, and enhances student motivation by approaching pattern recognition from the designer's point of view. A direct result of more than 10 years of teaching experience, the text was developed by the authors through use in their own classrooms.
Key Features
* Covers the entire spectrum of pattern recognition applications
* Includes discussion of the latest techniques in wavelets, wavelet packets, and fractals
* Presents cutting-edge material on neural networks
* Enhances student motivation
* Approaches pattern recognition from the designer's point of view

"Sinopsis" puede pertenecer a otra edición de este libro.

Book Description:

A classic that offers comprehensive coverage with a balance between theory and practice.

From the Back Cover:

Pattern recognition is becoming increasingly important in the age of automation and information handling and retrieval.
This book provides the most comprehensive treatment available of pattern recognition, from an engineering perspective. Developed through more than ten years of teaching experience, Pattern Recognition is appropriate for both advanced engineering students and practicing engineers.

Coverage includes:
· Feature generation, including features based on Wavelet Transforms and Fractals.
· Feature selection techniques.
· Design of linear and non linear classifiers, including Bayesian, Multilayer Perceptrons, and RBF networks
. Context-dependent classification, including Dynamic Programming and Hidden Markov Modeling techniques
. Classical approaches, as well as more recent developments in clustering algorithms, such as fuzzy, possibilistic, morphological, genetic, and annealing techniques
. Coverage of numerous, diverse applications, including Image Analysis, Character Recognition, Medical Diagnosis, Speech Recognition, and Channel Equalization
. Numerous computer simulation examples, supporting the methods given in the book, available via the Webb.

"Sobre este título" puede pertenecer a otra edición de este libro.

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Sergios Theodoridis
Editorial: Academic Press (1998)
ISBN 10: 0126861404 ISBN 13: 9780126861402
Nuevos Tapa dura Primera edición Cantidad: 1
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Descripción Academic Press, 1998. Hardcover. Estado de conservación: New. book. Nº de ref. de la librería M0126861404

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Theodoridis, Sergios
Editorial: Academic Press (1998)
ISBN 10: 0126861404 ISBN 13: 9780126861402
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Descripción Academic Press, 1998. Hardcover. Estado de conservación: New. Never used!. Nº de ref. de la librería P110126861404

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Theodoridis, Sergios
Editorial: Academic Press
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Descripción Academic Press. Hardcover. Estado de conservación: New. 0126861404 New Condition *** Right Off the Shelf | Ships within 2 Business Days ~~~ Customer Service Is Our Top Priority! - Thank you for LOOKING :-). Nº de ref. de la librería 2BOOK3P334653

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Sergios Theodoridis, Konstantinos Koutroumbas (Editor)
Editorial: Academic Press (1998)
ISBN 10: 0126861404 ISBN 13: 9780126861402
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Descripción Academic Press, 1998. Hardcover. Estado de conservación: New. Nº de ref. de la librería DADAX0126861404

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