Proceedings of the 4th International Conference on Big Data Analytics for Cyber-Physical System in Smart City - Volume 2: BDCPS 2022, December 16–17, 2022, Bangkok, Thailand

ISBN-13: 9789819911561 / Angielski

Mohammed Atiquzzaman; Neil Yuwen Yen; Zheng Xu

Opis

This book gathers a selection of peer-reviewed papers presented at the 4th Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2022) conference held in Bangkok, Thailand, on December 16–17. 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.

Spis treści

Big Data Direct Search Algorithm Based on Linear Programming.- Intelligent Traffic Signal Control System Based on Machine Learning Algorithm.- Traffic Spatial Data Management System Based on Data Mining.- Design of Intelligent Prefabricated Building Real-Time Safety Management Monitoring Platform Based on Optimization Algorithm.- Design of Automatic Call-test System for Charging Pile IoT Data Based on NB-IoT.- Using Deep Neural Network Learning Technology to Design of Intelligent Network Crawler on Big Data Platform.- Machine Translation Quality Evaluation Model Based On Data Mining Algorithm.- A Framework of Computer Network Security (NS) System and Its Application.- Application of Computer Technology (CT) in 5G Communication Network.- Application of Mobile Virtual Reality to Computer Graphics and Image Processing Technology.- Online Teaching System of French on Demand Based on Streaming Media Technology.- Development of Industry-University-Research Institute Collaborative Innovation Information Platform Based on Spring MVC Framework.- Design of Public Health Incident Warning System Based on Decision Tree Model ID3 Algorithm.- Vehicle Engineering Smart Device based on Wearable Technolog.- Algorithm Design of Online Education Platform Based on Simulation Experiment.- Bridge Structure Reinforcement and Reconstruction Technology Based on Mobile Navigation BIM.- Construction of Operation and Maintenance System of 5G New Media Platform Big Data System.- Urban Electric Vehicle Public Charging Network Based on 5G and Big Data.- Voice Compression Coding Scheme of Ground Penetrating Wireless Communication in Mines Based on Fuzzy Delta Modulation.- Peak-type Markov Chain and Its Application Research in Electrical Prediction.- Research on Optimization of Power Logistics Tracking System based on Smart Supply Chain.- Intensive Management of Distribution Network Scheduling Operation Based on Artificial Intelligence.- Personalized Teaching Knowledge Recommendation System Based on Artificial Intelligence Algorithm.- Target Detection and Tracking Technology of Aerobics Sports Training Based on Hybrid Algorithm.- Research on Power Material Supply Method Based on Smart Contract System.- Short-time Prediction Analysis Algorithm of Traffic Flow in Transportation Hubs Based on Cell Phone Signaling Data.- Population Prediction Analysis Based on Convolutional Neural Network Algorithm.- Clothing Style Design Based on Image Processing Technology and Psychology.- An Algorithm for New Energy Battery SOH Prediction based on Deep Learning.- Anti-Lock Braking System of New Energy Vehicle Based on online Algorithm Perspective.- Fatigue Life Prediction of Road Beams Based on Artificial Bee Colony Algorithm and Traffic Simulation.- Prediction and Realization of Brand Loyalty by Brand Community Content Marketing Based on Digital-Intelligent Algorithm System.- Fast-ICA Algorithm in Industrial Control Network Anomaly Detection System.- A Quantitative Evaluation Model of Computer Audit Risk in Network Environment.- Python Data Analysis Techniques in Administrative Information Integration Management System.- Artificial Psychology Modeling System based on Interactive Genetic Algorithm.- Optimization System of Rural Landscape Environment Based on Interactive Genetic Algorithm.- Electric Power Marketing Measurement Management System Based on Computer and Internet Technology.- Model Design of Digital Economy Management System Based on Neural Network Algorithm.- Research on Speech Adversarial Sample Attack based on APA.- 2D/3D Visualization Realization of Power Grid Operation Monitoring System Based on Big Data.- Campus Culture Intelligent Communication System based on Improved Genetic Algorithm.- Three-Pillar Model of HR in the Context of Digital Transformation.- Sports Video Image Analysis System Based on SIFT Algorithm.- Ultra-short-term Wind Speed Prediction for Wind Farms Based on Multi-objective Optimization Algorithm in the Context of Smart Grid.- Key Technologies of Dynamic Network Virtual Simulation.- Research on Probe Preparation and Control Circuit Design of Thermal Anemometer Based on Neural Network.- Development of Intelligent Garbage Classification System Based on WeChat Applets.- Safety Analysis and Design of Artificial Intelligence System Based on Sensor and AI Technology.- Construction of E-Commerce Logistics Management Mode based on VR Technology in the Background of 5G.- Multi-temporal Land Cover Segmentation via Trans-ConvLSTM.- Construction of library database security system supported by SQL Server technology.- Clustering mining method analysis of human resources big data driven by swarm intelligence algorithm.- Application of mathematical modeling in preventing computer virus infection.-Intelligent vulnerability association algorithm based on association rule mining.- Integrated monitoring system of substation operation and maintenance security state based on cloud computing.- Communication Boundary Stealth Technology of Power Internet of Things Terminal Network.- Secure Access of IoT Terminals in Special Scenarios.- Research on Security Encryption Algorithm of Marketing service data in rural areas of State Grid Corporation.- Data transmission technology of Internet of Things based on ISSA algorithm.- Design and application of 3D Geographic Information visualization System based on Skyline.- Internet information processing technology based on big data analysis.- Distribution route optimization method of chain convenience store based on improved genetic Algorithm.- Intellectual property protection method based on block chain technology.- Computer Network Security Evaluation based on Neural network algorithm.- Research and application of Performance Management System in Higher Vocational Colleges based on data Mining.- Tourist flow forecast based on data mining technology.- Security classification algorithm analysis of State Grid power data based on Internet of things.- Optimization strategy of Machine translation algorithm for English long Sentences based on Semantic relations.- Application of Computer Aided design in mechanical design and manufacture.- Internet of things Services based on genetic K-Means clustering algorithm.- Two-dimensional dynamic graphics and its application in computer graphic design.- Research on library distributed big data storage technology.- Application of Internet of things technology in intelligent building.- Application of ant colony algorithm in power grid data management.- E-commerce credit evaluation method based on Bayesian algorithm.- Analysis of English machine translation methods based on intelligent fuzzy decision tree algorithm.- Trusted Identity Access Authentication based on spa Single Packet Authentication Technology.- Investigation on data cleaning and analysis technology for power industry Big data.- Application of cloud computing in data processing of audit system.- Design and application of personalized recommendation module for English writing marking system under theme model.- Baseline model of high-sensitivity data transfer in power grid business.- Short - term power load forecasting algorithm based on combination forecasting method.- Research on data security and encryption technology in network transmission.- A novel hierarchical storage system for different types of data.- Deep Learning-based Malicious Illegal Traffic Identification.- Data transmission security strategy of management system based on dual chain architecture.

O autorze

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 in the School of Computer Science at the University of Oklahoma and is a senior member of IEEE. Dr. Atiquzzaman 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, 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) and IEEE ICC (2007, 2009, 2010, 2012, 2014, 2016) conferences and the co-chair of IEEE High Performance Switching and Routing Symposium (2011 and 2003). He also co-chaired NSysS (2016), DependSys (2015), ChinaComm (2008), and the SPIE Quality of Service over Next Generation Data Networks conferences (2001, 2002, 2003, 2005). 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 Satellite Communications Technical Contribution Award due to his contributions to research in space communications and the IEEE Distinguished Technical Achievement Award for his work in communications switching and routing. Dr. Atiquzzaman received IEEE Communication Society's Fred W. Ellersick Prize.  He has been invited to deliver keynote talks in over 20 international conferences around the globe, including USA, Brazil, Italy, Poland, Portugal, Australia, China, Taiwan, Malaysia, and Korea. He is the co-author of the book “Performance of TCP/IP over ATM networks”, co-edited 8 books, co-authored 5 book chapters, written 25 journal editorials, and has over 300 refereed technical publications, most of which can be accessed at www.cs.ou.edu/~atiq.

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 totaling over $10M.

 

Neil Y. Yen received his doctorates in human sciences at Waseda University, Japan, and in engineering at Tamkang University, Taiwan, in 2012. His doctorate in Waseda University was funded by the Japan Society for the Promotion of Science (JSPS) under RONPAKU program. He has served as an associate professor at the University of Aizu, Fukushima, Japan, since April 2012. He has been engaged in the interdisciplinary research domains including computer science and engineering, information management, and human informatics. His research interests are primarily in computational intelligence and its applications. Both theoretical and practical issues are concerned including (1) hybrid intelligence for information retrieval, management, and optimization; (2) awareness systems for human-centered support; and (3) social network analysis. Yen has been actively involved in the research community by serving as the guest co-editor of the WWW Journal, International Journal of Computational Intelligence, Journal of Supercomputing and Cluster Computing: the Journal of Networks, Software Tools and Applications; as an associate editor of Human-Centric Computing and Information Sciences, International Journal of Systems and Service-Oriented Engineering, and several journals related to his research area; as a reviewer for technical journals/transactions; and as an organizer/chair of IEEE/ACM international conferences and workshops. His recent publications can be found on refereed international journals/conferences, including 3 on ACM Transactions on Intelligent Systems and Technology, IEEE Transactions on Learning Technologies, and the WWW Journal. He is now a member of IEEE Computer Society, IEEE System, Man, and Cybernetics Society, and technical committee of awareness computing (IEEE SMC).

 

Zheng Xu is currently the associate professor at Shanghai Polytechnic University, China. His current research interests include wireless communications, CPS, and smart cities with over 3000 citations (H-index 27). He has authored or co-authored more than 90 publications including IEEE Trans. on Fuzzy Systems, IEEE Trans. on Automation Science and Engineering, IEEE Trans. on Emerging Topics in Computing, IEEE Trans. on Systems, Man, and Cybernetics: Systems, IEEE Trans. on Cloud Computing, IEEE Trans. on Big Data, etc. He is also the associate editor of IEEE Access journal, Springer ECR journal, Springer DIoT journal, and TSI AutoSoft journal. The paper entitled “Ensemble-based multi-filter feature selection method for DDoS detection in cloud computing” obtained EURASIP Best Paper Awards 2019.