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245 1 0 _aProceedings of the 4th International Conference on Big Data Analytics for Cyber-Physical System in Smart City - Volume 2
_h[electronic resource] :
_bBDCPS 2022, December 16-17, 2022, Bangkok, Thailand /
_cedited by Mohammed Atiquzzaman, Neil Yuwen Yen, Zheng Xu.
250 _a1st ed. 2023.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2023.
300 _aXVI, 733 p. 223 illus., 145 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes on Data Engineering and Communications Technologies,
_x2367-4520 ;
_v168
500 _aAcceso multiusuario
505 0 _aBig 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.
520 _aThis 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.
541 _fUABC ;
_cPerpetuidad
650 0 _aComputational intelligence.
650 0 _aBig data.
650 0 _aQuantitative research.
650 1 4 _aComputational Intelligence.
650 2 4 _aBig Data.
650 2 4 _aData Analysis and Big Data.
700 1 _aAtiquzzaman, Mohammed.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aYen, Neil Yuwen.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aXu, Zheng.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
_z9789819911585
830 0 _aLecture Notes on Data Engineering and Communications Technologies,
_x2367-4520 ;
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856 4 0 _zLibro electrónico
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