Data Analytics, Computational Statistics, and Operations Research for Engineers (PDF)
This book investigates the role of data mining in computational statistics for machine learning. It offers applications that can be used in various domains and examines the role of transformation functions in optimizing problem statements.
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This book investigates the role of data mining in computational statistics for machine learning. It offers applications that can be used in various domains and examines the role of transformation functions in optimizing problem statements.
SK Hafizul Islam received the M.Sc. degree in Applied Mathematics from Vidyasagar University, Midnapore, India, in 2006, and the M.Tech. degree in Computer Application and the Ph.D. degree in Computer Science and Engineering in 2009 and 2013, respectively, from the Indian Institute of Technology [IIT (ISM)] Dhanbad, Jharkhand, India, under the INSPIRE Fellowship Ph.D. Program (funded by Department of Science and Technology, Government of India). He is currently an Assistant Professor with the Department of Computer Science and Engineering, Indian Institute of Information Technology Kalyani (IIIT Kalyani), West Bengal, India. Before joining the IIIT Kalyani, he was an Assistant Professor with the Department of Computer Science and Information Systems, Birla Institute of Technology and Science, Pilani (BITS Pilani), Rajasthan, India. He has more than eight years of teaching and ten years of research experiences. He has authored or co-authored hundred research papers in journals and conference proceedings of international reputes. His research interests include cryptography, information security, WSNs, IoT, and cloud computing. Dr. Islam is an Associate Editor for Wiley's "International Journal of Communication Systems" and "Security and Privacy" and IEEE's "IEEE Access". He was a reviewer in many reputed international journals and conferences. He was the recipient of the University Gold Medal, the S. D. Singha Memorial Endowment Gold Medal, and the Sabitri Parya Memorial Endowment Gold Medal from Vidyasagar University, in 2006. He was also the recipient of the University Gold Medal from IIT(ISM) Dhanbad in 2009 and the OPERA award from BITS Pilani in 2015. He is a senior member of the IEEE and a member of the ACM.
Naveen Chilamkurti is currently a Reader/Associate Professor and Cybersecurity discipline head, Computer Science and Computer Engineering, La Trobe University, Melbourne, VIC, Australia. He obtained his Ph.D. degree from La Trobe University. He is also the Inaugural Editor-in-Chief for International Journal of Wireless Networks and Broadband Technologies launched in July 2011. He has published about 300 Journal and conference papers. He has edited and authored six books with various publishers. His current research areas include Cybersecurity, IoT, Anomaly detection in IoT, Internet of Medical Things, Wireless Security, Federated Learning in IoT, wireless multimedia, wireless sensor networks, and so on. He currently serves on the editorial boards of several international journals. He is a Senior Member of IEEE. He is also an Associate Editor for IEEE, Wiley IJCS, SCN, Inderscience JETWI, and IJIPT.
Mohammad Hammoudeh received his MSc in Advanced Distributed Systems in 2006 (University of Leicester, UK), and his PhD in Wireless Sensor Networks in 2008 (University of Wolverhampton, UK). He was appointed as inaugural head of the CfACS Internet of Things Lab in 2016. He was awarded a Readership in Future Networks and Security in 2019. He is an active disseminator of research to the academic community, industry, policy makers and wider technology beneficiaries, he over 75 refereed conference publications, 50 peer reviewed journal publications, and is a successful editor of 3 books and many journal special issues. He continues to be an active researcher in the areas of cybersecurity, the Internet of Things (IoT), and simulation and modelling of complex highly decentralised systems. Mohammad is engaged with several national and international advisory and grant awarding bodies in the areas of cybersecurity, IoT and blockchain. He has been awarded above £1.5M as Principal/Co-Investigator for 13 research projects. He is a co-founder of the CupCarbon IoT and smart cities simulator.
- 2022, 1. Auflage, 274 Seiten, Englisch
- Herausgegeben: Debabrata Samanta, Sk Hafizul Islam, Naveen Chilamkurti, Mohammad Hammoudeh
- Verlag: Taylor & Francis
- ISBN-10: 1000550427
- ISBN-13: 9781000550429
- Erscheinungsdatum: 24.03.2022
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