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Pattern Recognition

Concepts, Methods and Applications

  • Joaquim P. Marques de Sá
Textbook

Table of contents

  1. Front Matter
    Pages i-xix
  2. Joaquim P. Marques de Sá
    Pages 1-20
  3. Joaquim P. Marques de Sá
    Pages 21-51
  4. Joaquim P. Marques de Sá
    Pages 53-78
  5. Joaquim P. Marques de Sá
    Pages 79-145
  6. Joaquim P. Marques de Sá
    Pages 147-242
  7. Joaquim P. Marques de Sá
    Pages 243-289
  8. Back Matter
    Pages 291-318

About this book

Introduction

The book provides a comprehensive view of Pattern Recognition concepts and methods, illustrated with real-life applications in several areas (e.g. engineering, medicine, economy, geology). It is appropriate as a textbook of Pattern Recognition courses and also for professionals and researchers who need to apply Pattern Recognition techniques. These are explained in a unified and innovative way, with multiple examples enhancing the clarification of concepts and the application of methods. Recent results in the main Pattern Recognition areas (Statistical Classification, Neural Networks and Structural Recognition) are presented. A CD offered with the book includes datasets and software tools, making it easier for the reader to follow the taught matters in a hands-on fashion right from the start.

Keywords

Performance Support Vector Machine algorithms classification filtering genetic algorithms metrics pattern recognition

Authors and affiliations

  • Joaquim P. Marques de Sá
    • 1
  1. 1.Faculdade de EngenhariaUniversidade do PortoPortoPortugal

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-56651-6
  • Copyright Information Springer-Verlag Berlin Heidelberg 2001
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-642-62677-7
  • Online ISBN 978-3-642-56651-6
  • Buy this book on publisher's site
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