Overview
- Presents research works in various fields of artificial intelligence and its applications
- Discusses results of ICAIA 2020 held at Maharaja Surajmal Institute of Technology, New Delhi, India
- Serves as a reference for researchers and practitioners in academia and industry
Part of the book series: Advances in Intelligent Systems and Computing (AISC, volume 1164)
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (56 papers)
-
Front Matter
-
Evolving Machine Learning and Deep Learning Models for Computer Vision
-
Front Matter
-
-
Machine Learning Applications in Cyber Security and Cryptography
-
Front Matter
-
-
Advances in Signal Processing and Learning Methods
-
Front Matter
-
Keywords
About this book
This book gathers high-quality papers presented at the International Conference on Artificial Intelligence and Applications (ICAIA 2020), held at Maharaja Surajmal Institute of Technology, New Delhi, India, on 6–7 February 2020. The book covers areas such as artificial neural networks, fuzzy systems, computational optimization technologies and machine learning.
Editors and Affiliations
About the editors
Dr. Poonam Bansal is currently a Professor at the Computer Science & Engineering Department & Deputy Director of the Maharaja Surajmal Institute of Technology, New Delhi, India. She has 30 years of teaching, industry and research experience. She received her B.Tech. and M.Tech. from Delhi College of Engineering, and her Ph.D. in Computer Science and Engineering from GGSIP University, Delhi. Her research interests include neural networks, speech technology, digital image processing and pattern recognition, and she has published more than 50 research papers in respected international journals and at conferences. She is a member of IEEE, ASI, ISTE and CSI.
Dr. Meena Tushir is a Professor and Head of the Electrical & Electronics Engineering Department at Maharaja Surajmal Institute of Technology, New Delhi, India. She holds a Ph.D. degree in Instrumentation and Control Engineering from Delhi University, and she has over 25 years of teaching experience. Her research areas include fuzzy logic and neural networks, pattern recognition and image segmentation. She has published more than 50 research papers in various respected international journals and at conferences.
Dr. Valentina E. Balas is a Professor at the Department of Automatics and Applied Software at the Faculty of Engineering, Aurel Vlaicu University of Arad, Romania, where she is also Head of the Intelligent Systems Research Centre. Her research interests include intelligent systems, fuzzy control, soft computing, smart sensors, information fusion, modeling and simulation, and she has published more than 300 research papers in refereed journals and at international conferences. She is a member of EUSFLAT and SIAM and a senior member IEEE, where she is a member of TC – Fuzzy Systems (IEEE CIS), Emergent Technologies (IEEE CIS), and Soft Computing (IEEE SMCS).
Dr. Rajeev Srivastava is currently a Professor and Head of the Department of Computer Science& Engineering, IIT (BHU), Varanasi, India. He has over 20 years of teaching experience and has published more than 100 research papers in respected international journals and at conferences. His research interests are in the field of image processing, computer vision, pattern classification, video surveillance, medical image processing and pattern recognition, mathematical image modeling and analysis, artificial intelligence and machine vision and processing. He is a Fellow of IETE, IEI and ISTE (India).
Bibliographic Information
Book Title: Proceedings of International Conference on Artificial Intelligence and Applications
Book Subtitle: ICAIA 2020
Editors: Poonam Bansal, Meena Tushir, Valentina Emilia Balas, Rajeev Srivastava
Series Title: Advances in Intelligent Systems and Computing
DOI: https://doi.org/10.1007/978-981-15-4992-2
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. 2021
Softcover ISBN: 978-981-15-4991-5Published: 02 July 2020
eBook ISBN: 978-981-15-4992-2Published: 01 July 2020
Series ISSN: 2194-5357
Series E-ISSN: 2194-5365
Edition Number: 1
Number of Pages: XX, 619
Number of Illustrations: 80 b/w illustrations, 181 illustrations in colour
Topics: Computational Intelligence, Artificial Intelligence, Big Data, Communications Engineering, Networks