Computational Intelligence in Analytics and Information Systems: 2-volume set

This two-volume set explores state-of-the-art developments and open issues in computational intelligence, focusing on data science and artificial intelligence, smart technologies, network technologies, and software engineering. It includes research from the International Conference on Computational Intelligence in Analytics and Information Systems (CIAIS-2021).

Format: Mixed media product
Length: 922 pages
Publication date: 28 September 2023
Publisher: Apple Academic Press Inc.

This groundbreaking two-volume delves into a plethora of cutting-edge advancements and unresolved challenges in the realm of computational intelligence. Volume 1, dedicated to data science and artificial intelligence, showcases the utilization of predictive analytics to extract valuable insights from diverse data sources, enabling timely resolutions to a wide range of problems. The book emphasizes the exploration of research developments, limitations, and management strategies for real-time challenges using computational intelligence, identifying applicable approaches to enhance, automate, and develop effective solutions. It introduces empirical research, theoretical prospects, and practical applications in data science and artificial intelligence, encompassing a diverse range of domains such as security, healthcare, medicine, agriculture, traffic science, smart cities, and language and text conversion.

Volume 2, on the other hand, presents empirical, theoretical, and application perspectives on smart technologies, computational intelligence in network technologies, and computational intelligence in software engineering. It identifies the advantages and limitations of each, with chapters focusing on their applications in areas such as communication services, healthcare and assistive technology, urban waste management, vehicle pollution and accident detection, and more. These technologies encompass a wide array of techniques, including machine learning, blockchain, fog computing, satellite communication technology, and ant colony optimization algorithms, among others.

In conclusion, these two volumes serve as a comprehensive resource for researchers, practitioners, and enthusiasts alike, presenting a wealth of innovative technologies and methodologies that underpin the effective operations of computational intelligence in information systems. The contributions of young and dynamic researchers and experts from industry and academia offer valuable insights and perspectives, fostering a deeper understanding of the field and paving the way for future advancements.

Dimension: 234 x 156 (mm)
ISBN-13: 9781774911426