Recent Trends in Computational Intelligence Enabled Research

The field of computational intelligence has grown tremendously over that past five years, thanks to evolving soft computing and artificial intelligent methodologies, tools and techniques for envisaging the essence of intelligence embedded in real life observations. Consequently, scientists have been able to explain and understand real life processes and practices which previously often remain unexplored by virtue of their underlying imprecision, uncertainties and redundancies, and the unavailability of appropriate methods for describing the incompleteness and vagueness of information represented. With the advent of the field of computational intelligence, researchers are now able to explore and unearth the intelligence, otherwise insurmountable, embedded in the systems under consideration. Computational Intelligence is now not limited to only specific computational fields, it has made inroads in signal processing, smart manufacturing, predictive control, robot navigation, smart cities, and sensor design to name a few.   Recent Trends in Computational Intelligence Enabled Research explores the use of this computational paradigm across a wide range of applied domains which handle meaningful information. Chapters investigate a broad spectrum of the applications of computational intelligence across different platforms and disciplines, expanding our knowledge base of various research initiatives in this direction. This volume aims to bring together researchers, engineers, developers and practitioners from academia and industry working in all major areas and interdisciplinary areas of computational intelligence, communication systems, computer networks, and soft computing.  Provides insights into the theory, algorithms, implementation, and application of computational intelligence techniquesCovers a wide range of applications of deep learning across various domains which are researching the applications of computational intelligenceInvestigates novel techniques and reviews the state-of-the-art in the areas of machine learning, computer vision, soft computing techniques INDICE: 1. Introduction to Computational Intelligence 2. Review of Intelligence Enabled Research 3. Machine Intelligence 4. Deep Learning Techniques 5. Soft Computing Techniques 6. Pattern Recognition 7. Data Mining and Knowledge Discovery 8. Swarm Intelligence Fundamentals 9. Swarm-based Web Intelligence 10. Swarm-based Intelligence Control Systems 11. Control, Robotics, Automation and Vision 12. Modelling and Simulation Fundamentals 13. Knowledge-based Simulation 14. Simulation of Swarm Intelligent Systems 15. Signal Processing Fundamentals 16. Sensor Networks and Big Data Analytics 17. Communication, Networking and Information Engineering 18. Bioinformatics & Biomedical Engineering 19. Biomedical Imaging, Image Processing and Visualization 20. Biomedical Robotics 21. Computer-assisted Medical Diagnostic Systems 21. Biometrics and Biomeasurements 22. Innovative Intelligent Systems and Applications 23. Innovative Technologies in Medicine 24. Nanoscience and Advanced Computing  25. Adaptive Technologies for Sustainable Growth 

• ISBN: 978-0-12-822844-9
• Editorial: Academic Press
• Encuadernacion: Rústica
• Páginas: 350
• Fecha Publicación: 01/08/2021
• Nº Volúmenes: 1
• Idioma: Inglés