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elngar ahmed a. (curatore); chowdhury rajdeep (curatore); elhoseny mohamed (curatore); balas valentina e. (curatore) - applications of computational intelligence in multi-disciplinary research

Applications of Computational Intelligence in Multi-Disciplinary Research

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Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 02/2022





Note Editore

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




Sommario

1. Iris feature extraction using three-level Haar wavelet transform and modified local binary pattern

2. A novel crypt-intelligent cryptosystem

3. Behavioral malware detection and classification using deep learning approaches

4. Optimization techniques and computational intelligence with emerging trends in cloud computing and Internet of Things

5. Bluetooth security architecture cryptography based on genetic codons

6. Estimation of the satellite bandwidth required for the transmission of information in supervisory control and data acquisition systems

7. Using artificial intelligence search in solving the camera placement problem

8. Nanotechnology and applications

9. Advances of nanotechnology in plant development and crop protection

10. A methodology for designing knowledge-based systems and applications

11. IoT in healthcare ecosystem





Autore

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 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 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. Dr. Elhoseny is the Director of Distributed Sensing and Intelligent Systems Lab, Mansoura University, in Egypt, and has over 100 ISI journal articles, conference proceedings, book chapters, and six books published by Springer and Taylor & Francis. He serves as the Editor-in-Chief for International Journal of Smart Sensor Technologies and Applications, IGI Global, and is an associate editor of several journals such as IEEE Access, IEEE Future Directions, PLOS One, Remote Sensing, and International Journal of E-services and Mobile Applications, IGI Global. His research interests include Network Security, Cryptography, Machine Learning Techniques, Internet of Things, and Quantum Computing.
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.










Altre Informazioni

ISBN:

9780128239780

Condizione: Nuovo
Dimensioni: 235 x 191 mm
Formato: Brossura
Pagine Arabe: 220


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