Big Data Analytics and Intelligent Techniques for Smart Cities covers fundamentals, advanced concepts, and applications of big data analytics for smart cities in a single volume.
This comprehensive reference text discusses big data theory modeling and simulation for smart cities and examines case studies in a single volume. The text discusses how to develop a smart city and state-of-the-art system design, system verification, real-time control and adaptation, Internet of Things, and testbeds. It covers applications of smart cities as they relate to smart transportation/connected vehicle (CV) and intelligent transportation systems (ITS) for improved mobility, safety, and environmental protection.
It will be useful as a reference text for graduate students in different areas including electrical engineering, computer science engineering, civil engineering, and electronics and communications engineering.
- Technologies and algorithms associated with the application of big data for smart cities
- Discussions on big data theory modeling and simulation for smart cities
- Applications of smart cities as they relate to smart transportation and intelligent transportation systems (ITS)
- Discussions on concepts including smart education, smart culture, and smart transformation management for social and societal changes
Table of Contents
Chapter 1 Big Data for Smart Education, Chapter 2 Big Data Analytics Using R for Offline Voltage Prediction in an Electric Power System, Chapter 3 Intelligent Face Recognition Based on Regularized Robust Coding with Deep Learning Process, Chapter 4 Big Data Analysis, Interpretation, and Management for Secured Smart Health Care, Chapter 5 Big Data Handling for Smart Healthcare System: A Brief Review and Future Directions, Chapter 6 Big Data Analysis for Smart Energy System: An Overview and Future Directions, Chapter 7 Optimum Placement of Multiple Distributed Generators in Distribution Systems for Loss Mitigation Considering Load Growth, Chapter 8 Big Data for Smart Energy, Chapter 9 An Intelligent Security Framework for Cyber-Physical Systems in Smart City, Chapter 10 Big Data and Its Application in Smart Education During the COVID-19 Pandemic Situation, Chapter 11 Role of IoT, Machine Learning, and Big Data in Smart Building, Chapter 12 Design of Futuristic Trolley System with Comparative Analysis of Previous Models, Chapter 13 Big Data for Smart Health
Dr. Kolla Bhanu Prakash is working as Professor and Research Group Head in CSE DEPARTMENT, K L University, VIJAYAWADA, Andhra Pradesh, India. He received his M.Sc and M.Phil in Physics from Acharya Nagarjuna University, Guntur, India, M.E and Ph.D in Computer Science Engineering from Sathyabama University,Chennai, India. Dr. Kolla Bhanu Prakash has 15+ years of experience working in the academia, research, teaching, academic administration. His current research interests include A.I, Deep Learning, Data Science, Smart Grids, Cyber-physical systems, Cryptocurrency, Block-chain technology and Image Processing. Dr.K.Bhanu Prakash is IEEE Senior Member. He is Fellow-ISRD, Treasurer - ACM Amaravathi Chapter, India, LMISTE, MIAENG, SMIRED. He has reviewed more than 130 peer reviewed journals and are indexed in publons. He is editor for 6 books in Elsevier, CRC Press, Springer, Wiley, Degryuter publishers. He published 75 research papers, 6 patents, 7books + 4 accepted. His scopus H-index is 14. He is a frequent editorial board member and TPC member in flagship conferences and refereed journals. He is reviewer for IEEE Access journal, Springer Nature, Inderscience publisher, Applied Soft Computing Journal – Elsevier, Wireless Networks Journal, IET journals, KSII journal, IEEE Computer Society journals. He is Series Editor – "Next Generation Computing & Communication Engineering" – Wiley publishers; under this series at present 5 books agreement signed. He is series editor - "Industry 5.0: Artificial Intelligence, Cyber-Physical Systems, Mechatronics and Smart Grids" – CRC publishers.
Dr. Sanjeevikumar Padmanaban (Member’12–Senior Member'15, IEEE) received the bachelor's degree in electrical engineering from the University of Madras, Chennai, India, in 2002, the master's degree (Hons.) in electrical engineering from Pondicherry University, Puducherry, India, in 2006, and the PhD degree in electrical engineering from the University of Bologna, Bologna, Italy, in 2012. He was an Associate Professor with VIT University from 2012 to 2013. In 2013, he joined the National Institute of Technology, India, as a Faculty Member. In 2014, he was invited as a Visiting Researcher at the Department of Electrical Engineering, Qatar University, Doha, Qatar, funded by the Qatar National Research Foundation (Government of Qatar). He continued his research activities with the Dublin Institute of Technology, Dublin, Ireland, in 2014. Further, he served an Associate Professor with the Department of Electrical and Electronics Engineering, University of Johannesburg, Johannesburg, South Africa, from 2016 to 2018. Since 2018, he has been a Faculty Member with the Department of Energy Technology, Aalborg University, Esbjerg, Denmark. He has authored over 300 scientific papers.
S. Padmanaban was the recipient of the Best Paper cum Most Excellence Research Paper Award from IET-SEISCON'13, IET-CEAT'16, IEEE-EECSI'19, IEEE-CENCON'19 and five best paper awards from ETAEERE'16 sponsored Lecture Notes in Electrical Engineering, Springer book. He is a Fellow of the Institution of Engineers, India, the Institution of Electronics and Telecommunication Engineers, India, and the Institution of Engineering and Technology, U.K. He is an Editor/Associate Editor/Editorial Board for refereed journals, in particular the IEEE SYSTEMS JOURNAL, IEEE Transaction on Industry Applications, IEEE ACCESS, IET Power Electronics, IET Electronics Letters, and Wiley-International Transactions on Electrical Energy Systems, Subject Editorial Board Member—Energy Sources—Energies Journal, MDPI, and the Subject Editor for the IET Renewable Power Generation, IET Generation, Transmission and Distribution, and FACTS journal (Canada).
Dr. Janmenjoy Nayak is working as an Associate Professor, Aditya Institute of Technology and Management (AITAM),(An Autonomous Institution) Tekkali, K Kotturu, AP- 532201, India. He has published more than 120 research papers in various reputed peer reviewed Referred Journals, International Conferences and Book Chapters. Being two times Gold Medallist in Computer Science in his career, he has been awarded with INSPIRE Research Fellowship from Department of Science & Technology, Govt. of India (both as JRF and SRF level) and Best researcher award from Jawaharlal Nehru University of Technology, Kakinada, Andhra Pradesh for the AY: 2018-19 and many more awards to his credit. He has Edited 12 Books and 8 Special Issues in various topics including Data Science, Machine Learning, and Soft Computing with reputed International Publishers like Springer, Elsevier, Inderscience etc. His area of interest includes data mining, nature inspired algorithms and soft computing.
Dr. B.T.P.Madhav was born in India, A.P, in 1981. He received the B.Sc, M.Sc, MBA, M.Tech degrees from Nagarjuna University, A.P, India in 2001, 2003, 2007, and 2009 respectively. He got his Ph.D in the field of antennas from K L University. Currently he is working as Professor and Associate Dean at KLU. He has published more than 486 papers in International, National journals and Conferences. Scopus and SCI publications of 321 with H-Index of 31 and total citations are more than 3207. Reviewer for several international journals including IEEE, Elsevier, Springer, Wiley and Taylor and Francis and served as reviewer for several international conferences. Research interests include antennas, liquid crystals applications and wireless communications. Member of IEEE and life member of ISTE, IACSIT, IRACST, IAENG, UACEE and fellow of IAEME. Received several awards like Indian book of records, Asian Book of Records, Outstanding reviewer from Elsevier, best researcher, and distinguished researcher from K L University. Received best teacher award from KLU for 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018 and 2019. Editorial board member for 36 journals. Authored 15 books and 10 patents. He guided 3 Ph.D scholars for award, 3 PhD Scholars submitted thesis and 6 scholars pursuing PhD.
Dr. Valentina E. Balas is currently Full Professor in the Department of Automatics and Applied Software at the Faculty of Engineering, "Aurel Vlaicu" University of Arad, Romania. She holds a Ph.D. Cum Laude, in Applied Electronics and Telecommunications from Polytechnic University of Timisoara. Dr. Balas is author of more than 350 research papers in refereed journals and International Conferences. Her research interests are in Intelligent Systems, Fuzzy Control, Soft Computing, Smart Sensors, Information Fusion, Modeling and Simulation. She is the Editor-in Chief to International Journal of Advanced Intelligence Paradigms (IJAIP) and to International Journal of Computational Systems Engineering (IJCSysE), member in Editorial Board member of several national and international journals and is evaluator expert for national, international projects and PhD Thesis. Dr. Balas is the director of Intelligent Systems Research Centre in Aurel Vlaicu University of Arad and Director of the Department of International Relations, Programs and Projects in the same university. She served as General Chair of the International Workshop Soft Computing and Applications (SOFA) in nine editions organized in the interval 2005-2020 and held in Romania and Hungary. Dr. Balas participated in many international conferences as Organizer, Honorary Chair, Session Chair, member in Steering, Advisory or International Program Committees and Keynote Speaker.
Now she is working in a national project with EU funding support: BioCell-NanoART = Novel Bio-inspired Cellular Nano-Architectures - For Digital Integrated Circuits, 3M Euro from National Authority for Scientific Research and Innovation. She is a member of European Society for Fuzzy Logic and Technology (EUSFLAT), member of Society for Industrial and Applied Mathematics (SIAM) and a Senior Member IEEE, member in Technical Committee – Fuzzy Systems (IEEE Computational Intelligence Society), chair of the Task Force 14 in Technical Committee – Emergent Technologies (IEEE CIS), member in Technical Committee – Soft Computing (IEEE SMCS). Dr. Balas was past Vice-president (responsible with Awards) of IFSA - International Fuzzy Systems Association Council (2013-2015), is a Joint Secretary of the Governing Council of Forum for Interdisciplinary Mathematics (FIM), - A Multidisciplinary Academic Body, India and recipient of the "Tudor Tanasescu" Prize from the Romanian Academy for contributions in the field of soft computing methods (2019).