This book gathers selected research papers presented at the International Conference on Communication and Intelligent Systems (ICCIS 2020), organized jointly by Birla Institute of Applied Sciences, Uttarakhand, and Soft Computing Research Society during 26–27 December 2020. This book presents a collection of state-of-the-art research work involving cutting-edge technologies for communication and intelligent systems. Over the past few years, advances in artificial intelligence and machine learning have sparked new research efforts around the globe, which explore novel ways of developing intelligent systems and smart communication technologies. The book presents single- and multi-disciplinary research on these themes in order to make the latest results available in a single, readily accessible source.
Mục lục
Neural Network Imitation Model of Realization of the Business Analysis Process.- Thermal Modeling of the Ga N HEMT device Using Decision Tree Machine Learning Technique.- Low-cost FPGA based onboard computer.- A Survey on Solution of Imbalanced Data Classification Problem using SMOTE and Extreme Learning Machine.- Thermal Imaging Assisted Infection Classification (Bo F) for Brinjal Crop.- Preterm Delivery Prediction Using Gradient Boosting Algorithms.
Giới thiệu về tác giả
Harish Sharma is Associate Professor at Rajasthan Technical University, Kota, in the Department of Computer Science and Engineering. He has worked at Vardhaman Mahaveer Open University Kota and Government Engineering College Jhalawar. He received his B.Tech. and M.Tech. degrees in Computer Engineering from Government Engineering College, Kota, and Rajasthan Technical University, Kota, in 2003 and 2009, respectively. He obtained his Ph.D. from ABV – Indian Institute of Information Technology and Management, Gwalior, India. He is Secretary and one of the Founder Members of Soft Computing Research Society of India. He is Lifetime Member of Cryptology Research Society of India, ISI, Kolkata. He is Associate Editor of
International Journal of Swarm Intelligence (IJSI) published by Inderscience. He has also edited special issues of the many reputed journals like
Memetic Computing,
Journal of Experimental and Theoretical Artificial Intelligence and
Evolutionary Intelligence. His primary area of interest is nature-inspired optimization techniques. He has contributed to more than 65 papers published in various international journals and conferences.
Dr. Mukesh Kumar Gupta is currently working as Professor in the Department of Computer Science and Engineering at the Swami Keshvanand Institute of Technology, Jaipur, where he has joined as a lecturer in 2002. He has more than 18-year experience in research and teaching. Prior to this college, he had worked with CEERI Pilani and many other organizations. He received the B.E. degree in Computer Science & Engineering from Government Engineering College, Kota, in 1999, and the M.Tech. from IIT Bombay and Ph.D. from MNIT Jaipur, in 2008 and 2016, respectively. His current research interests include security of web applications using machine learning techniques and modeling of web applications. Dr. Gupta is Member of Standing Executive Board (SEB) in Software Technology Parks (STPI) of India, Jaipur, Member of the Board of Governors, Swami Keshvanand Institute of Technology, Management and Gramothan, Jaipur, and Member of IEEE and IEEE Computer Society. He is Life Member of the Indian Society for Technical Education (ISTE). Dr. Gupta has received many grants from different agencies for conducting FDP, workshops and other programs. He has felicitated at the 5th Principal and Teachers Awards-2016 ceremony at Birla Auditorium on 3rd September 2016. He is Chief Coordinator of TEQIP-III RTU-ATU Project in SKIT, Jaipur, since February 2018, and has organized various activities in this project. He has received a letter of appreciation for proactively participating on the Editorial Board of
SKIT Research Journal of Engineering, Science, Humanities and Management, recognized as SILVER partner faculty under Inspire-The Campus Connect Faculty Partnership Model by Infosys Limited, received a certificate of recognition from Infosys for outstanding contribution to Campus Connect Program and recognized as a one of the Torch Bearer Persons in the SKIT Times annual Issue.
Prof. G. S. Tomar is Director of Rajkiya (Govt) Engineering College, Sonbhadra, UP, India. He received his UG, PG and Ph.D. degrees in Electronics Engineering from Institution of Engineers Calcutta, MNREC Allahabad and RGPV Bhopal, respectively. He completed Postdoc from the University of Kent, UK, in Computer Engineering. He worked with MITS and IIITM Gwalior, University of Kent, UK, and University of West Indies, Trinidad and Tobago. He also served as Director in 3 private colleges along with additional charge of Director of Machine Intelligence Research Labs, Gwalior, India. He served in Indian Air Force for 17 Years. His research interests are digital systems, air interface and advanced communication networks. He has many sponsored research projects to his credit. He has been a guest faculty at Thapar University Patiala, Hannam University Korea and many other universities of international repute. He received International Plato Award for academic excellence in 2009 from IBC Cambridge UK. He has published more than 220 research papers and 07 patents. He is Chief Editor of 5 international journals and has written 11 books and 10 book chapters. He organized many IEEE conferences and delivered keynote lectures at many IEEE conferences in various countries.
Dr. Wang Lipo received the Bachelor’s degree from National University of Defense Technology (China) and Ph.D. from Louisiana State University (USA). He is presently on the faculty of the School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore. His research interest is artificial intelligence with applications to image/video processing, biomedical engineering and data mining. He has 330+ publications, a U.S. patent in neural networks and a patent in systems. He has co-authored 2 monographs and (co-)edited 15 books. He has 8, 000+ Google Scholar citations, with H-index 43. He was Keynote Speaker for 36 international conferences. He is/was Associate Editor/Editorial Board Member of 30 international journals, including 4 IEEE Transactions, and Guest Editor for 10 journal special issues. He was Member of the Board of Governors of the International Neural Network Society, IEEE Computational Intelligence Society (CIS) and the IEEE Biometrics Council. He served as CIS Vice President for Technical Activities and Chair of Emergent Technologies Technical Committee, as well as Chair of Education Committee of the IEEE Engineering in Medicine and Biology Society (EMBS). He was President of the Asia-Pacific Neural Network Assembly (APNNA) and received the APNNA Excellent Service Award. He was Founding Chair of both the EMBS Singapore Chapter and CIS Singapore Chapter. He serves/served as Chair/Committee Member of over 200 international conferences.
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