Overview
- Constitutes peer-reviewed proceedings of Advances in Data Science and Computing Technologies, ADSC 2022
- Presents recent research in the field of AI and Data Sciences
- Serves as a reference resource for researchers and practitioners in academia and industry
Part of the book series: Lecture Notes in Electrical Engineering (LNEE, volume 1056)
Included in the following conference series:
Conference proceedings info: ADSC 2022.
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About this book
This book presents selected research papers on current developments in artificial intelligence (AI) and data sciences from the International Conference on Advances in Data Science and Computing Technologies, ADSC 2022. The book covers topics such as soft computing techniques, AI, optical communication systems, application of Internet of Things, hybrid and renewable energy sources, cloud and mobile computing, deep machine learning, data networks & securities. The book discusses various aspects of these topics, e.g., technological considerations, product implementation, and application issues. The volume will serve as a reference resource for researchers and practitioners in academia and industry.
Keywords
- Data Science
- Big Data Analytics
- Soft Computing
- Nature Inspired Optimization
- Predictive Analysis
- Computational Intelligence
- Cognitive Intelligence
- Deep Learning
- Intelligent Systems
- Computer Vision
- Image Processing
- Natural Language Processing
- Sentiment Analysis
- Speech and Gesture Analysis
- Agriculture Informatics
- ML in Healthcare
- Cyber Physical System
- IoT enable devices
- ASDC 2022
- ASDC Proceedings
Table of contents (77 papers)
Other volumes
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Advances in Data Science and Computing Technologies
Editors and Affiliations
About the editors
Basabi Chakraborty received B.Tech., M.Tech., and Ph.D. degrees in Radio Physics and Electronics from Calcutta University, India, and worked at Indian Statistical Institute, Calcutta, India until 1990. From 1991 to 1993 she worked as a part-time researcher in Advanced Intelligent Communication Systems Laboratory in Sendai, Japan. She received another Ph. D in Information Science from Tohoku University, Sendai in 1996. From 1996 to 1998, she worked as a postdoctoral research fellow at the Research Institute of Electrical Communication, Tohoku University, Japan. In 1998 she joined as a faculty in the Software and Information Science department of Iwate Prefectural University, Iwate, Japan. Her research areas are pattern recognition, image processing, soft computing techniques, biometrics, data mining, and online social media mining.
Amlan Chakrabarti is a Full Professor in the A.K. Choudhury School of Information Technology at the University of Calcutta. He is an M.Tech. from the University of Calcutta and did his Doctoral research at Indian Statistical Institute, Kolkata. He was a Post-Doctoral fellow at the School of Engineering, Princeton University, the USA during 2011-2012. He is the recipient of the prestigious DST BOYSCAST fellowship award in Engineering Science (2011), Indian National Science Academy (INSA) Visiting Faculty Fellowship (2014), JSPS Invitation Research Award (2016), Erasmus Mundus Leaders Award from EU (2017), and Hamied Visiting Professorship from University of Cambridge (2018) and Siksha Ratna Award by Dept. of Higher Education Govt. of West Bengal (2018). He has also served in various capacities in various higher education organizations both at national and international levels. He has received multiple project grants in the areas of Security in Cyberphysical Systems, Embedded System Design, VLSI Design, Quantum Computing, Computer Vision, and Data Science from various national and international agencies (DST, DRDO, MietY, UGC, DAE, Ministry of Social Empowerment, WB-DST, Tata Consultancy Services, Intel India, etc.). He has published around 150 research papers in referred journals and conferences. His areas of research interest are quantum computing, reconfigurable computing, embedded systems design, VLSI design, computer vision, and machine learning.
Bibliographic Information
Book Title: Advances in Data Science and Computing Technologies
Book Subtitle: Select Proceedings of ADSC 2022
Editors: Basabi Chakraborty, Arindam Biswas, Amlan Chakrabarti
Series Title: Lecture Notes in Electrical Engineering
DOI: https://doi.org/10.1007/978-981-99-3656-4
Publisher: Springer Singapore
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2023
Hardcover ISBN: 978-981-99-3655-7Published: 02 October 2023
Softcover ISBN: 978-981-99-3658-8Due: 18 November 2023
eBook ISBN: 978-981-99-3656-4Published: 29 September 2023
Series ISSN: 1876-1100
Series E-ISSN: 1876-1119
Edition Number: 1
Number of Pages: XIV, 756
Number of Illustrations: 91 b/w illustrations, 269 illustrations in colour
Topics: Computational Intelligence, Data Structures and Information Theory, Artificial Intelligence, Computer Systems Organization and Communication Networks