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Cover image for Big Data and Security 4th International Conference, ICBDS 2022, Xiamen, China, December 8-12, 2022, Proceedings
Title:
Big Data and Security 4th International Conference, ICBDS 2022, Xiamen, China, December 8-12, 2022, Proceedings
Author:
Tian, Yuan. editor. (orcid)
ISBN:
9789819933006
Edition:
1st ed. 2023.
Physical Description:
XVI, 751 p. 392 illus., 237 illus. in color. online resource.
Series:
Communications in Computer and Information Science, 1796
Contents:
Big Data&New Method -- Data-driven energy efficiency evaluation and energy anomaly detection of multi-type enterprises based on en-ergy consumption big data mining -- Research on data-driven AGC instruction execution effect recognition method -- Research on day-ahead scheduling strategy of the power system includes wind power plants and photovoltaic power stations based on big data clustering and filling -- Day-ahead scenario generation method for renewable energy based on historical data analysis -- A High-Frequency Stock Price Prediction Method based on Mode Decomposition and Deep Learning -- A Cross-Platform Instant Messaging User Association Method Based on Supervised Learning -- Research on Data Watermark Tracing System in Hadoop Environment -- Application of RFID tag in the Localization of Power Cable based on Big Data -- Research Hotspot and Evolution Trend Of Virtual Power Plant In China:an Empirical Analysis Based On BigData -- Influencing Factors Analysis and Prediction Model of Pavement Transverse Crack Based on Big Data -- Research on the evolution of new energy industry financing ecosystem under the background of big data -- A Survey of the State-of-the-Art and Possible Extensions of Recommender System Based on Big Data -- An Innovative AdaBoost Process Using Flexible Soft Labels on Imbalanced Big Data -- Artificial Intelligence&Machine Learning Security -- Feature Fusion based IPSO-LSSVM fault diagnosis of on-load tap -- Graphlet Based Measure to Assess Institutional Research Teams -- Logical Relationship Extraction of Multimodal South China Sea Big Data Using BERT and Knowledge Graph -- Research on Application of Knowledge Graph in War Archive Based on Big Data -- Semi-supervised learning enabled fault analysis method for power distribution network based on LSTM autoen-coder and attention mechanism -- Fault detection method for power distribution network based on ensemble learning -- Factors Influencing Chinese Users' Willingness to Pay for O2O Knowledge Products Based on Information Adoption Model -- A Survey of Integrating Federated Learning with Smart Grids Application Prospect, Privacy Preserving and Challenges Analysis -- Application of the fusion access technology of carrier and 5G in power communication -- Muscle fatigue classification based on GA optimization of BP neural network -- Data Technology&Network Security -- Research on typical scenario generation based on distribution network data mining and improved policy clustering -- A data-driven and deep learning-based economic evaluation method for new power system distribution grid -- Study on random generation of virtual avatars based on Big data -- Ordering, pricing, and coordination of a closed-loop supply chain with risk preference -- An explainable optimization method for assembly process parameter -- A Correlational Strategy for the Prediction of High-Dimensional Stock Data by Neural Networks and Technical Indicators -- Research on Attribute-Based Privacy-Preserving Computing technologies -- Research on BIM modeling Technology from the Perspective of Power Big Data Security -- Security risk management of the Internet of Things based on 5G technology -- Multi slice SLA collaboration and optimization of power 5G big data security business -- Virtualized Network Functions Placement Scheme in Cloud Network Collaborative Operation Platform -- Grounded Theory-Driven Knowledge Production Features Mining: one Empirical Study Based on Big Data Technology -- Research on Digital Twin Technology of Main Equipment for Power Transmission and Transformation based on Big Data -- Efficient Spatiotemporal Big Data Indexing Algorithm with Loss Control -- Cybersecurity & Privacy -- Privacy Measurement Based on Social Network Properties and Structure -- Research on 5G-based Zero Trust Network Security Platform -- A Mobile Data Leakage Prevention System Based on Encryption Algorithms -- Research on Data Security Access Control Mechanism in Cloud Computing Environment -- Research on Data Security Storage System Based on Distributed Database -- Design of an Active Data Watermark Detection System -- Research on Privacy Protection Methods for Data Mining -- A Cluster-based Facial Image Anonymization Method Using Variational Autoencoder -- IoT Security -- Research on the Security Diagnosis Platform for Partial Discharge of 10kV Cables in Urban Distribution Networks -- Research on the Electromagnetic Sensor-based Partial Discharge Security Monitoring System of Distribution Network -- Design of Ultrasonic-Based Remote Distribution Network Online Security Monitoring Device -- An Intelligent IoT Terminal Detection System based on Data Sniffing -- Intelligent IoT Terminal Software Identification System based on Behavior Features -- Research on the Identification Model of Power Terminal -- Research on Firmware Vulnerability Mining Model of Power Internet of Things -- How can social workers participatein big data governance? The third-party perspective on big data governance -- Power network scheduling strategy based on federated learning algorithm in edge computing environment.
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