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Transactions on Computational Science and Computational Intelligence

Pattern Recognition and Computational Intelligence Techniques Using Matlab

Authors: Gopi, E. S.

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  • Presents pattern recognition and the computational intelligence using Matlab
  • Includes mixtures of theory, math, and algorithms, letting readers understand the concepts quickly
  • Outlines an array of classifiers, various regression models, statistical tests and the techniques for pattern recognition using computational intelligence
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eBook $84.99
price for USA in USD (gross)
  • ISBN 978-3-030-22273-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week).
  • Due: November 14, 2019
  • ISBN 978-3-030-22272-7
  • Free shipping for individuals worldwide
About this book

This book presents the complex topic of using computational intelligence for pattern recognition in a straightforward and applicable way, using Matlab to illustrate topics and concepts. The author covers computational intelligence tools like particle swarm optimization, bacterial foraging, simulated annealing, genetic algorithm, and artificial neural networks. The Matlab based illustrations along with the code are given for every topic. Readers get a quick basic understanding of various pattern recognition techniques using only the required depth in math. The Matlab program and algorithm are given along with the running text, providing clarity and usefulness of the various techniques.

  • Presents pattern recognition and the computational intelligence using Matlab;
  • Includes mixtures of theory, math, and algorithms, letting readers understand the concepts quickly;
  • Outlines an array of classifiers, various regression models, statistical tests and the techniques for pattern recognition using computational intelligence.

About the authors

E. S. Gopi  is currently an Associate Professor in the Department of Electronics and Communication Engineering, National Institute of Technology Trichy. He has two decades of teaching and research experience. He has authored seven books and five book chapters. He has several papers in international journals and conferences to his credit. He is also the coordinator for the Pattern Recognition and Computational Intelligence Laboratory and the COMPSIG newsletter. His research interests include pattern recognition, signal processing, and computational intelligence. He received the “Shiksha Rattan Puraskar Award” for his meritorious services in the field of education by the India International Friendship Society. The award was presented by Dr. Bhishma Narain Singh, former Governor, Assam and Tamil Nadu, India. He also received the “Glory of India Gold Medal” by International Institute of Success Awareness. This award was presented by Shri Syed Sibtey Razi, former Governor of Jharkhand, India. He was also awarded with “Best Citizens of India 2013” by The International Publishing House.


Table of contents (6 chapters)

Table of contents (6 chapters)

Buy this book

eBook $84.99
price for USA in USD (gross)
  • ISBN 978-3-030-22273-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week).
  • Due: November 14, 2019
  • ISBN 978-3-030-22272-7
  • Free shipping for individuals worldwide
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Bibliographic Information

Bibliographic Information
Book Title
Pattern Recognition and Computational Intelligence Techniques Using Matlab
Authors
Series Title
Transactions on Computational Science and Computational Intelligence
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-22273-4
DOI
10.1007/978-3-030-22273-4
Hardcover ISBN
978-3-030-22272-7
Series ISSN
2569-7072
Edition Number
1
Number of Pages
XIII, 256
Number of Illustrations
10 b/w illustrations, 127 illustrations in colour
Topics