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Full Description
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.
Features:
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
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
