Proceedings of the 5th International Conference on Big Data Analytics for Cyber-Physical System in Smart City-Volume 1

This book gathers a selection of peer-reviewed papers presented at the 5th Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2023) conference, held in Fuyang, China, on December 2829. The contributions, prepared by an international team of scientists and engineers, cover the latest advances and challenges made in the field of big data analytics methods and approaches for the data-driven co-design of communication, computing, and control for smart cities. Given its scope, it offers a valuable resource for all researchers and professionals interested in big data, smart cities, and cyber-physical systems.

Includes papers presented at the BDCPS 2023 conference Covers the latest advances made in the field of machine learning and big data analytics methods Offers a valuable resource for all researchers and professionals interested in big data

Autorentext

Mohammed Atiquzzaman obtained his M.S. and Ph.D. in Electrical Engineering and Electronics from the University of Manchester (UK). He currently holds the Edith Kinney Gaylord Presidential Professorship and the Hitachi Chair Professorship in the School of Computer Science at the University of Oklahoma and is a senior member of IEEE. He is the editor-in-chief of Journal of Networks and Computer Applications, the founding editor-in-chief of Vehicular Communications, the former co-editor-in-chief of Computer Communication and has served/serving on the editorial boards of IEEE Communications Magazine, IEEE Transactions on Mobile Computing, IEEE Journal on Selected Areas in Communications International Journal on Wireless and Optical Communications, Real Time Imaging journal, Journal of Communication Systems, Communication Networks and Distributed Systems, and Journal of Sensor Networks. He also guest-edited 12 special issues in various journals. He has served as the symposium co-chairs for IEEE Globecom (2006, 2007, 2012,2014, 2016, 2022) and IEEE ICC (2007, 2009, 2010, 2012, 2014, 2016, 2024) conferences, and the co-chair of IEEE High Performance Switching and Routing Symposium. He also co-chaired NSysS, DependSys, ChinaComm, and the SPIE Quality of Service over Next Generation Data Networks conferences. He was the panel's co-chair of INFOCOM'05 and is/has been in the program committee of numerous conferences such as INFOCOM, ICCCN, and Local Computer Networks. He serves on the review panels of funding agencies such as the National Science Foundation, National Research Council (Canada), and Australian Research Council (Australia). In recognition of his contribution to NASA research, he received the NASA Group Achievement Award for "outstanding work to further NASA Glenn Research Center's effort in the area of Advanced Communications/Air Traffic Management's Fiber Optic Signal Distribution for Aeronautical Communications" project. He received the IEEE 2023 Internet of Things, Ad Hoc and Sensor Networks Technical Achievement Award for valuable contributions to the Internet of Things, Ad Hoc and Sensor Networks scientific community, the IEEE 2018 Satellite and Space Communications Technical Recognition Award for valuable contributions to the Satellite and Space Communications scientific community, the IEEE 2017 Distinguished Technical Achievement Award in recognition of outstanding technical contributions and services in the area of communications switching and routing, and the IEEE 2020 Distinguished Service Award in recognition of outstanding service for the benefit and advancement of the IEEE Communications Society. Dr. Atiquzzaman received IEEE Fred W. Ellersick Prize for his paper entitled "Evaluation of SCTP for Space Networks". He has been invited to deliver keynote talks on over 40 international conferences around the globe, including USA, Brazil, Italy, Poland, Portugal, Australia, China, Taiwan, Malaysia, and Korea. He has been invited to deliver keynote talks in over 40 international conferences around the globe, including USA, Brazil, Italy, Poland, Portugal, Australia, China, Taiwan, Malaysia, and Korea. He isthe co-author of the book "Performance of TCP/IP over ATM networks", co-edited 8 books, co-authored 5 chapters, written 25 journal editorials, and has over 300 refereed technical publications. His research interests are in satellite communications, wireless and mobile networks, vehicular networks, ad hoc networks, Quality of Service, and optical communications. His research has been funded by National Science Foundation (NSF), National Aeronautics and Space Administration (NASA), U.S. Air Force, Cisco, Honeywell, Oklahoma Department of Transportation, and Oklahoma Highway Safety Office through grants and contracts.

Inhalt

TOPSIS-based Integrated Energy Service Station Siting Research and Application.- Design and Application of Multi-objective Optimization Algorithm Based on Neural Network and Genetic Algorithm.- Differential Privacy Adversarial Learning with Diffusion Model for the Generation of Privacy-Protected Text Representations.- Application of Mathematical Algorithms in Big Data Analysis Techniques.- Development Status and Prospect Prediction of Robots for Live Work in Distribution Network.- Distributed Computing Methods Based on Data Weaving.- Financial Forecasting and Decision-Making Models Based on Intelligent Algorithms and Big Data.- The Integration of Artificial Intelligence and Computer Vision Technologies in Virtual Reality and Augmented Reality Applications.- Comparative Study of Machine Learning Using Word2vec Method.- Research on Mechatronics Modeling and Co-simulation Method Based on Joint Inventory Management.- Research on Image Processing Algorithm of Packaging Design Based on Machine Vision.- Optimization Design of Blockchain Technology for Secure Protection of Integrated Media PGC on Mobile Terminals.- Application of Computer Artificial Intelligence in Online Education Platforms on the Internet.- A Study on the Application of Photovoltaic Building Integration in Logistics Center Warehouses.- Multi-Regional Environmental and Economic Scheduling Of Power System Based On Particle Swarm Algorithm.- Research on Smart Transportation Data Security Management Based On Blockchain.- Design Personalized Nutrition Supplement Recommendation System using Machine Learning Technology.- Big Data Natural Language Processing Algorithm to Implement Green Brand Reputation Management System.- Research on the Application of Scintillation Liquid Treatment Technology Based on Artificial Intelligence in Waste Water Treatment.- The Implementation of Computer Analysis Algorithm in BPA Transient Program.- Intelligent Network Security Protection Technology Based on Big Data and Machine Learning.- Optimization of Intelligent Manufacturing Systems Based on Intelligent Control Algorithms and Big Data Analysis.- The Design of Virtual 3D Interactive System for Multifunctional Remote Office All-In-One Machine.- Research on Water Ecological Governance Based on Visual Comprehensive Supervision Platform.- Construction of Standard Cost System for Operations and ERP Management System Based on Data Acquisition Technology.- Considering Power Factors in Macroeconomic Forecasting Based on the Gated Recurrent Unit (GRU) Model.- Hierarchical Cooperative Scheduling of RMG, Quay Crane and AGV.- Intelligent Translation Recognition and Error Correction System Based On Machine Intelligence and Data Mining Technology.- Application of Random Forest Algorithm in Financial Intelligence Analysis.- Intelligent Scheduling and Path Planning of Internet of Things Technology in Logistics Transportation.- Quantum Computing Algorithms and Real-world Applications.- Construction of Blended English Intelligent Classroom Based on Virtual Information Platform.- Power Load Forecasting and Intelligent Scheduling on Big Data.- Credit Risk Assessment of Commercial Bank Customers Based on Machine Learning.- Design of Java Programming One-time Pad …