Pattern Recognition and Computational Intelligence Techniques Using Matlab by E S Gopi

Pattern Recognition and Computational Intelligence Techniques Using Matlab by E S Gopi

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.

Dr. E. S. Gopi has authored eight books, of which seven have been published by Springer. He has also contributed 8 book chapters to books published by Springer. He is the editor for the proceedings of International conference on 'Machine learning, Deep learning and Computational intelligence for wireless communication'. He has several papers in international journals and conferences to his credit. He has 20 years of teaching and research experience. He is the coordinator for the pattern recognition and the computational intelligence laboratory. He is currently Associate Professor, Department of Electronics and Communication Engineering, National Institute of Technology, Trichy, India. His books are widely used all over the world. His book on Pattern recognition and Computational intelligence using Matlab, Springer was recognized as one of the best ebook under pattern recognition and Matlab categories by the Book authority, world's leading site for book recommendations by thought leaders. His research interests include machine intelligence, pattern recognition, signal processing and computational intelligence. He is the series editor for the series Signals and Communication Technology, Springer publication. The India International Friendship Society (IFS) has awarded him the Shiksha Rattan Puraskar Award for his meritorious services in the field of education. The award was presented by Dr. Bhishma Narain Singh, former Governor, Assam and Tamil Nadu, India. He is also awarded with 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 and Life Time Golden Achievement award 2021, by Bharat Rattan Publishing House.