Applications of Computational Intelligence in Multi-Disciplinary Research - Softcover

Softcover

ISBN 10: 0128239786 ISBN 13: 9780128239780

Publisher: Academic Press, 2022

Synopsis

Applications of Computational Intelligence in Multi-Disciplinary Research provides the readers with a comprehensive handbook for applying the powerful principles, concepts, and algorithms of computational intelligence to a wide spectrum of research cases. The book covers the main approaches used in computational intelligence, including fuzzy logic, neural networks, evolutionary computation, learning theory, and probabilistic methods, all of which can be collectively viewed as soft computing. Other key approaches included are swarm intelligence and artificial immune systems. These approaches provide researchers with powerful tools for analysis and problem-solving when data is incomplete and when the problem under consideration is too complex for standard mathematics and the crisp logic approach of Boolean computing.

• Provides an overview of the key methods of computational intelligence, including fuzzy logic, neural networks, evolutionary computation, learning theory, and probabilistic methods
• Includes case studies and real-world examples of computational intelligence applied in a variety of research topics, including bioinformatics, biomedical engineering, big data analytics, information security, signal processing, machine learning, nanotechnology, and optimization techniques
• Presents a thorough technical explanation on how computational intelligence is applied that is suitable for a wide range of multidisciplinary and interdisciplinary research

About this title

About the Authors

Dr. Ahmed A. Elngar is an Associate Professor and Head of the Computer Science Department at the Faculty of Computers and Artificial Intelligence, Beni-Suef University, Egypt. He also serves as an Associate Professor at the American University in the Emirates and as an Adjunct Professor at Woxsen University, India. He is the Founder and Head of the Scientific Innovation Research Group (SIRG) and Director of the Technological and Informatics Studies Center (TISC) at Beni-Suef University. Dr. Elngar has authored over 150 scientific papers and more than 35 books in areas such as data mining, intelligent systems, IoT, and smart environments. His research interests include network security, intrusion detection, AI, machine learning, healthcare systems, and cryptology. He is a member of the Egyptian Mathematical Society and the International Rough Set Society and actively contributes as an editor and reviewer for various international journals. Dr. Elngar is a highly collaborative and interdisciplinary researcher.

Dr. Rajdeep Chowdhury an eminent academician, author, award–winning bilingual poet and editor. His areas of research interest and specialization are Artificial Intelligence, Cryptography, Data Warehouse, Data Mining and Network Security. Dr. Chowdhury has authored and presented more than 70 research papers in international/national journals and conferences (ACM, IEEE, Springer, Scopus, Taylor & Francis, CRC Press, Thomson Reuters, Bloomsbury, Tata McGraw Hill), along with being Program Committee Member in 80 International Conferences and Advisory Board Member for numerous international conferences. Dr. Chowdhury was previously an Associate Professor in the Department of Computer Applications, JIS College of Engineering, Kalyani, India.

Dr. Mohamed Elhoseny is an Associate Professor at the University of Sharjah, UAE. Dr. Elhoseny is an ACM Distinguished Speaker and IEEE Senior Member. His research interests include Smart Cities, Network Security, Artificial Intelligence, Internet of Things, and Intelligent Systems. Dr. Elhoseny is the founder and the Editor-in-Chief of the IJSSTA journal published by IGI Global, as well as Associate Editor at several Q1 journals such as IEEE Access, Scientific Reports, IEEE Future Directions, Remote Sensing, International Journal of E-services and Mobile Applications and Human-centric Computing and Information Sciences. He has also served as the co-chair, publication chair, program chair, and a track chair for several international conferences published by recognized publishers. Dr. Elhoseny is Editor-in-Chief of two book series, on Sensor Communication for Urban Intelligence and Distributed Sensing and Intelligent Systems.

Valentina Emilia Balas is currently a Full Professor in the Department of Automatics and Applied Software at the Faculty of Engineering, “Aurel Vlaicu” University of Arad, Romania. She holds a PhD cum Laude in Applied Electronics and Telecommunications from the Polytechnic University of Timisoara. Dr. Balas is the author of more than 350 research papers. She is the Editor-in-Chief of the 'International Journal of Advanced Intelligence Paradigms' and the 'International Journal of Computational Systems Engineering', an editorial board member for several other national and international publications, and an expert evaluator for national and international projects and PhD theses.

From the Back Cover

Applications of Computational Intelligence in Multi-Disciplinary Research provides the readers with a comprehensive handbook for applying the powerful principles, concepts, and algorithms of computational intelligence to a wide spectrum of research cases. The book covers the main approaches used in computational intelligence, including fuzzy logic, neural networks, evolutionary computation, learning theory, and probabilistic methods, all of which can be collectively viewed as soft computing. Other key approaches included are swarm intelligence and artificial immune systems. These approaches provide researchers with powerful tools for analysis and problem-solving when data is incomplete and when the problem under consideration is too complex for standard mathematics and the crisp logic approach of Boolean computing.

Key features

• Provides an overview of the key methods of computational intelligence, including fuzzy logic, neural networks, evolutionary computation, learning theory, and probabilistic methods
• Includes case studies and real-world examples of computational intelligence applied in a variety of research topics, including bioinformatics, biomedical engineering, big data analytics, information security, signal processing, machine learning, nanotechnology, and optimization techniques
• Presents a thorough technical explanation on how computational intelligence is applied that is suitable for a wide range of multidisciplinary and interdisciplinary research

About the editors

Dr. Ahmed A. Elngar is currently an assistant professor at the Faculty of Computers and Artificial Intelligence, Beni-Suef University, Beni-Suef City, Egypt, and College of Computer Information Technology, American University in the Emirates, United Arab Emirates. Dr. Elngar is the director of Technological and Informatics Studies Center (TISC) and is the founder and head of Scientific Innovation Research Group (SIRG) at Beni-Suef University.

Dr. Rajdeep Chowdhury is an eminent academician, author, award-winning bilingual poet, and editor. His areas of research interest and specialization are artificial intelligence, cryptography, data warehouse, data mining, and network security. Dr. Chowdhury was previously an associate professor in the Department of Computer Applications, JIS College of Engineering, Kalyani, India.

Dr. Mohamed Elhoseny is currently an assistant professor at the Faculty of Computers and Information, Mansoura University, and a researcher at the CoVIS Lab, Department of Computer Science and Engineering, University of North Texas.

Valentina Emilia Balas is currently a full professor in the Department of Automatics and Applied Software at the Faculty of Engineering, "Aurel Vlaicu" University of Arad, Romania. She holds a PhD cum Laude in applied electronics and telecommunications from the Polytechnic University of Timisoara.

Edition details

• Publisher: Academic Press
• Publication date: 2022
• Language: English
• ISBN 10: 0128239786
• ISBN 13: 9780128239780
• Binding: Paperback
• Number of pages: 220
• Editor: Elngar Ahmed A., Chowdhury Rajdeep, Elhoseny Ph.D Mohamed, Emilia Balas PhD Valentina