Pattern Recognition and Computational Intelligence Techniques Using Matlab (eBook)
XIII, 256 Seiten
Springer International Publishing (Verlag)
978-3-030-22273-4 (ISBN)
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.
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.
| Erscheint lt. Verlag | 17.10.2019 |
|---|---|
| Reihe/Serie | Transactions on Computational Science and Computational Intelligence |
| Zusatzinfo | XIII, 256 p. 137 illus., 127 illus. in color. |
| Sprache | englisch |
| Themenwelt | Mathematik / Informatik ► Informatik ► Datenbanken |
| Technik ► Bauwesen | |
| Technik ► Elektrotechnik / Energietechnik | |
| Schlagworte | Artificial Intelligence • Artificial intelligence using Matlab • Computational Intelligence • Computational intelligence using Matlab • machine learning • Machine learning using Matlab • MATLAB • pattern recognition • Pattern recognition using Matlab |
| ISBN-10 | 3-030-22273-X / 303022273X |
| ISBN-13 | 978-3-030-22273-4 / 9783030222734 |
| Haben Sie eine Frage zum Produkt? |
PDF (Wasserzeichen)Größe: 8,2 MB
DRM: Digitales Wasserzeichen
Dieses eBook enthält ein digitales Wasserzeichen und ist damit für Sie personalisiert. Bei einer missbräuchlichen Weitergabe des eBooks an Dritte ist eine Rückverfolgung an die Quelle möglich.
Dateiformat: PDF (Portable Document Format)
Mit einem festen Seitenlayout eignet sich die PDF besonders für Fachbücher mit Spalten, Tabellen und Abbildungen. Eine PDF kann auf fast allen Geräten angezeigt werden, ist aber für kleine Displays (Smartphone, eReader) nur eingeschränkt geeignet.
Systemvoraussetzungen:
PC/Mac: Mit einem PC oder Mac können Sie dieses eBook lesen. Sie benötigen dafür einen PDF-Viewer - z.B. den Adobe Reader oder Adobe Digital Editions.
eReader: Dieses eBook kann mit (fast) allen eBook-Readern gelesen werden. Mit dem amazon-Kindle ist es aber nicht kompatibel.
Smartphone/Tablet: Egal ob Apple oder Android, dieses eBook können Sie lesen. Sie benötigen dafür einen PDF-Viewer - z.B. die kostenlose Adobe Digital Editions-App.
Buying eBooks from abroad
For tax law reasons we can sell eBooks just within Germany and Switzerland. Regrettably we cannot fulfill eBook-orders from other countries.
aus dem Bereich
