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ICBDS 2022: Xiamen, China
- Yuan Tian
, Tinghuai Ma
Big Data and Security - 4th International Conference, ICBDS 2022, Xiamen, China, December 8-12, 2022, Proceedings. Communications in Computer and Information Science 1796, Springer 2023, ISBN 978-981-99-3299-3
Big Data and New Method
- Xiangguo Liu, Jian Geng, Zhonglong Wang, Lingyao Cai, Fanjiao Yin:
Data-Driven Energy Efficiency Evaluation and Energy Anomaly Detection of Multi-type Enterprises Based on Energy Consumption Big Data Mining. 3-13 - Haiyang Jiang, Hongtong Liu, Yangfei Zhang:
Research on Data-Driven AGC Instruction Execution Effect Recognition Method. 14-24 - Feng Qi, Qiang Wang, Xiaoqiang Wei, Yiping Zhang, Wenbin Wu, Donyang He, Taicheng Wang, Suyang Shen:
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. 25-36 - Hong Wang, Yang Liu, Chao Yin, Xuesong Bai, Bo Sun, Menglei Li, Xiyong Yang:
Day-Ahead Scenario Generation Method for Renewable Energy Based on Historical Data Analysis. 37-46 - Weijie Chen, Qingshan Jiang, Xibei Jia, Abdur Rasool, Weihui Jiang:
A High-Frequency Stock Price Prediction Method Based on Mode Decomposition and Deep Learning. 47-62 - Pei Zhou, Xiangyang Luo, Shaoyong Du, Wenqi Shi, Jiashan Guo:
A Cross-Platform Instant Messaging User Association Method Based on Supervised Learning. 63-79 - Wenyu Qiao, Jiexi Wang:
Research on Data Watermark Tracing System in Hadoop Environment. 80-91 - Zhenyu Zhang, Shuming Feng, Min Xiao, Yongcheng Yang, Gangbo Song:
Application of RFID Tag in the Localization of Power Cable Based on Big Data. 92-104 - Yan Zhang, Pengcheng Liu, Hao Xu, Mulan Wang:
Research Hotspots and Evolution Trend of Virtual Power Plant in China: An Empirical Analysis Based on Big Data. 105-121 - Yuqin Zhu, Wengang Ma, Ling Cong, Chengtao Li, Shixiang Hu:
Influencing Factors Analysis and Prediction Model of Pavement Transverse Crack Based on Big Data. 122-138 - Hairong Wang
Research on the Evolution of New Energy Industry Financing Ecosystem Under the Background of Big Data. 139-154 - Lixin Jia, Lixiu Jia, Lihang Feng
A Survey of the State-of-the-Art and Some Extensions of Recommender System Based on Big Data. 155-171 - Jinke Wang, Biao Song, Xinchang Zhang, Yuan Tian, Ran Guo:
An Innovative AdaBoost Process Using Flexible Soft Labels on Imbalanced Big Data. 172-184
Artificial Intelligence and Machine Learning Security
- Honghua Xu, Laibi Yin, Ziqiang Xu, Qian Xin, Mengjie Lv:
Feature Fusion Based IPSO-LSSVM Fault Diagnosis of On-Load Tap Changers. 187-199 - Shengqing Li
Graphlet-Based Measure to Assess Institutional Research Teams. 200-218 - Yufang Peng, Hao Xu, Weijian Jin, Haiping Yang:
Logical Relationship Extraction of Multimodal South China Sea Big Data Using BERT and Knowledge Graph. 219-233 - Yongqin Huang, Xushan Chen, Anlian Yang, Shuo Ping:
Research on Application of Knowledge Graph in War Archive Based on Big Data. 234-247 - Haining Xie, Liming Zhuang, Xiang Wang:
Semi-supervised Learning Enabled Fault Analysis Method for Power Distribution Network Based on LSTM Autoencoder and Attention Mechanism. 248-261 - Haining Xie, Lijuan Chao:
Fault Detection Method for Power Distribution Network Based on Ensemble Learning. 262-275 - Zhentao Zhu, Wen Yue, Yan Zhang, Qiuchi Wu:
Factors Influencing Chinese Users' Willingness to Pay for O2O Knowledge Products Based on Information Adoption Model. 276-295 - Zhichao Tang, Yan Yan, Dong Wu, Tianhao Yang, Ruixuan Dong, Shuyang Hao, Wei Wang, Yizhi Chen, Yuan Tian:
A Survey of Integrating Federated Learning with Smart Grids: Application Prospect, Privacy Preserving and Challenges Analysis. 296-305 - Yang Hu, Ming Zhang, Yingli He, Guangxiang Jin, Qi Wei, Jia Yu:
Application of the Fusion Access Technology of Carrier and 5G in Power Communication. 306-317 - Mengjie Zang, Lidong Xing, Zhiyu Qian, Liuye Yao:
Muscle Fatigue Classification Based on GA Optimization of BP Neural Network. 318-330
Data Technology and Network Security
- Jinhu Wang, Tongzhou Zhang, Ming Chen, Wei Han, Mingze Ji, Yuzhuo Zhang:
Research on Typical Scenario Generation Based on Distribution Network Data Mining and Improved Policy Clustering. 333-342 - Yunzhao Wu, Jialei Zhang, Qing Duan, Guanglin Sha, Yao Zhang:
A Data-Driven and Deep Learning-Based Economic Evaluation Method for New Power System Distribution Grid. 343-354 - Jian Zhao, Mo Peng, Bolin Zhu, Ling-Ling Li:
Study on Random Generation of Virtual Avatars Based on Big Data. 355-367 - Ronghua Lu, Yisheng Wu, Feng Xu:
Ordering, Pricing, and Coordination of a Closed-Loop Supply Chain with Risk Preference. 368-390 - Hongsong Peng, Weiwei Yuan, Yimin Pu, Xiying Yang, Donghai Guan, Ran Guo:
An Explainable Optimization Method for Assembly Process Parameter. 391-404 - Jingwei Hong
A Correlational Strategy for the Prediction of High-Dimensional Stock Data by Neural Networks and Technical Indicators. 405-419 - Shuo Qiu, Wenhui Ni, Yanfeng Shi, Wanni Xu:
Research on Attribute-Based Privacy-Preserving Computing Technologies. 420-432 - Yan Li:
Research on BIM Modeling Technology from the Perspective of Power Big Data Security. 433-450 - Wei Cao, Yang Hu, Shuang Yang, Xue-Yang Zhu, Jia Yu:
Security Risk Management of the Internet of Things Based on 5G Technology. 451-461 - Daohua Zhu, Yajuan Guo, Lei Wei, Yunxiao Sun, Wei Liu:
Multi Slice SLA Collaboration and Optimization of Power 5G Big Data Security Business. 462-479 - Youjun Hu, Lan Gan, E. Longhui, Fangcheng Chu, Yang Lu, Xifan Nie, Fei Zhao:
Virtualized Network Functions Placement Scheme in Cloud Network Collaborative Operation Platform. 480-492 - Hao Xu
Grounded Theory-Driven Knowledge Production Features Mining: One Empirical Study Based on Big Data Technology. 493-511 - Yu Chen, Ziqian Zhang, Ning Tang:
Research on Digital Twin Technology of Main Equipment for Power Transmission and Transformation Based on Big Data. 512-523 - Ziyu Wang, Runda Guan, Xiaokang Pan, Biao Song, Xinchang Zhang, Yuan Tian:
Efficient Spatiotemporal Big Data Indexing Algorithm with Loss Control. 524-533
Cybersecurity and Privacy
- Yuhong Gong
Privacy Measurement Based on Social Network Properties and Structure. 537-551 - Zaojian Dai, Jidong Zhang, Yong Li, Xinyi Li, Ziang Lu, Wengao Fang:
Research on 5G-Based Zero Trust Network Security Platform. 552-563 - Wen Shen, Hongzhang Xiong:
A Mobile Data Leakage Prevention System Based on Encryption Algorithms. 564-574 - Chen Luo, Yang Li, Qianxuan Wang:
Research on Data Security Access Control Mechanism in Cloud Computing Environment. 575-585 - Bo Liu, Lan Zhang, Jinke Wang:
Research on Data Security Storage System Based on Distributed Database. 586-596 - Lan Zhang, Xiangyang Zhang, Tiejun Yang:
Design of an Active Data Watermark Detection System. 597-608 - Jindong He, Rongyan Cai, Shanshan Lei, Dan Wu:
Research on Privacy Protection Methods for Data Mining. 609-620 - Yuanzhe Yang, Zhiyi Niu, Yuying Qiu, Biao Song, Xinchang Zhang, Yuan Tian, Ran Guo:
A Cluster-Based Facial Image Anonymization Method Using Variational Autoencoder. 621-633
IoT Security
- Xinping Wang, Guofei Guan, Chunpeng Li, Hao Zhang, Chao Jiang, Qingwu Song:
Research on the Security Diagnosis Platform for Partial Discharge of 10 kV Cables in Urban Distribution Networks. 637-650 - Xinping Wang, Chunpeng Li, Xiaoping Yang, Feng Jiang, Qiqi Luan, Yifan Wang:
Research on the Electromagnetic Sensor-Based Partial Discharge Security Monitoring System of Distribution Network. 651-663 - Qiqi Luan, Feng Jiang, Xinping Wang, Qingwu Song, Tianze Zhu, Jiangbin Wang:
Design of Ultrasonic-Based Remote Distribution Network Online Security Monitoring Device. 664-676 - Tao Chen, Can Cao, Pengcheng Ni:
An Intelligent IoT Terminal Detection System Based on Data Sniffing. 677-688 - Zhiyuan Ye, Cen Chen, Nuannuan Li, Wen Yang, Zheng Zhang, Can Cao:
Intelligent IoT Terminal Software Identification System Based on Behavior Features. 689-700 - Wenbo Shang, Xin Jin, Biying Sun, Xiaoqin Liu, Chunhui Du:
Research on the Identification Model of Power Terminal. 701-712 - Chao Zhou, Ziying Wang, Jing Guo, Yajuan Guo, Haitao Jiang, Zhimin Gu, Wei Huang:
Research on Firmware Vulnerability Mining Model of Power Internet of Things. 713-724 - Di Zhao:
How Can Social Workers Participate in Big Data Governance? The Third-Party Perspective on Big Data Governance. 725-736 - Xiaowei Xu, Han Ding, Jiayu Wang, Liang Hua:
Power Network Scheduling Strategy Based on Federated Learning Algorithm in Edge Computing Environment. 737-747
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