Computational Intelligence in Data Science: 5th IFIP TC 12 International Conference, ICCIDS 2022, Virtual Event, March 24-26, 2022, Revised Selected Papers

The Fifth IFIP TC 12 International Conference on Computational Intelligence in Data Science, ICCIDS 2022, held virtually in March 2022, featured 28 revised full papers covering topics like computational intelligence for text analysis, image and video analysis, and blockchain and data science.

Format: Hardback
Length: 368 pages
Publication date: 29 September 2022
Publisher: Springer International Publishing AG

The Fifth IFIP TC 12 International Conference on Computational Intelligence in Data Science, ICCIDS 2022, held virtually in March 2022, brought together experts from around the world to explore innovative approaches and advancements in computational intelligence. This conference, as its name suggests, aimed to bridge the gap between computational intelligence and data science, fostering interdisciplinary collaboration and driving progress in both fields.

The conference proceedings, published in this book, represent the culmination of the knowledge and expertise shared during the event. Comprising 28 revised full papers, the selection process was rigorous, with 96 submissions carefully reviewed and chosen for inclusion. The papers covered a wide range of topics, reflecting the interdisciplinary nature of the conference.

Computational intelligence for text analysis emerged as a prominent theme, with researchers exploring techniques such as natural language processing, machine learning, and deep learning to analyze and understand large volumes of text data. This field has significant applications in areas such as social media analysis, healthcare, and finance, where understanding human language and extracting valuable insights is crucial.

Another area of focus was computational intelligence for image and video analysis, where advanced algorithms were developed to recognize and classify objects, faces, and scenes in images and videos. This technology has applications in security, surveillance, and entertainment industries, enabling efficient and accurate analysis of visual data.

Blockchain and data science also played a significant role in ICCIDS 2022. Researchers explored the potential of blockchain technology to secure and decentralized data storage, as well as its applications in data analytics, machine learning, and artificial intelligence. The conference aimed to shed light on the challenges and opportunities presented by blockchain in the context of data science and to foster collaboration between experts in these fields.

The contributions made by the authors and presenters at ICCIDS 2022 are invaluable, and their work has the potential to shape the future of computational intelligence and data science. The conference proceedings provide a comprehensive overview of the latest research and developments in these fields, serving as a valuable resource for researchers, practitioners, and policymakers alike.

In conclusion, the Fifth IFIP TC 12 International Conference on Computational Intelligence in Data Science, ICCIDS 2022, was a remarkable event that brought together experts from diverse fields to explore the intersection of computational intelligence and data science. The conference proceedings, published in this book, showcase the cutting-edge research and innovative solutions that are driving progress in these fields. As we move forward, we can expect to see more interdisciplinary collaboration and groundbreaking advancements that will shape the future of our world.

Weight: 740g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031163630
Edition number: 1st ed. 2022