Proceedings of International Conference on Data Science and Applications / Lecture Notes in Networks and Systems Bd.287 (PDF)
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This book gathers outstanding papers presented at the International Conference on Data Science and Applications (ICDSA 2021), organized by Soft Computing Research Society (SCRS) and Jadavpur University, Kolkata, India, from April 10 to 11, 2021. It covers theoretical and empirical developments in various areas of big data analytics, big data technologies, decision tree learning, wireless communication, wireless sensor networking, bioinformatics and systems, artificial neural networks, deep learning, genetic algorithms, data mining, fuzzy logic, optimization algorithms, image processing, computational intelligence in civil engineering, and creative computing.
Sarbani Roy is Professor in the Department of Computer Science and Engineering, Jadavpur University, Kolkata, India. She received her Ph.D. degree in Engineering from Jadavpur University in 2008. She was awarded Fulbright-Nehru Senior Research Fellowship in 2013-2014, and she joined the research program at University of North Carolina, Charlotte, USA. Her research interests include cloud computing, wireless sensor networks, IoT, social network analysis, and data science. She has published around 130 research papers in international journals, conference proceedings, and book chapters. She has served on the technical program committees of various international conferences and has organized many international conferences and workshops. She is Senior Member of IEEE.
Chandreyee Chowdhury is Associate Professor in the Department of Computer
Amir H. Gandomi is Professor of Data Science and ARC Discovery Early Career Research Award (DECRA) Fellow at the Faculty of Engineering and Information Technology, University of Technology Sydney. Prior to joining UTS, Prof. Gandomi was Assistant Professor at the School of Business, Stevens Institute of Technology, USA, and distinguished Research Fellow in BEACON center, Michigan State University, USA. Prof. Gandomi has published over two hundred journal papers and seven books which collectively have been cited more than 17,000 times (H-index = 60). He has been named as one of the most influential scientific mind and highly cited researcher (top 0.1%) for four consecutive years, 2017 to 2020. He also ranked 18th in GP bibliography among more than 12,000 researchers. He has served as an associate editor, editor and guest editor in several prestigious journals such as AE of SWEVO, IEEE TBD, and IEEE IoTJ. Prof Gandomi is active in delivering keynotes and invited talks. His research interests are global optimization and (big) data analytics using machine learning and evolutionary computations in particular.
- 2021, 1st ed. 2022, 799 Seiten, Englisch
- Herausgegeben: Mukesh Saraswat, Sarbani Roy, Chandreyee Chowdhury, Amir H. Gandomi
- Verlag: Springer Nature Singapore
- ISBN-10: 9811653488
- ISBN-13: 9789811653483
- Erscheinungsdatum: 22.11.2021
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- Größe: 22 MB
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