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SPIoT 2021: Virtual Event / Shanghai, China
- John MacIntyre, Jinghua Zhao, Xiaomeng Ma:
The 2021 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy - SPIoT-2021, Shanghai, China, 6-8 November, 2021, Volume 1. Lecture Notes on Data Engineering and Communications Technologies 97, Springer 2022, ISBN 978-3-030-89507-5
Novel Machine Learning Methods for IoT Security
- Xiaoling Hu:
Application of Artificial Intelligence in Arrangement Creation. 3-9 - Zhongyuan Wang, Zhengyan Xie, Yihu Xu:
Automatic Segmentation for Retinal Vessel Using Concatenate UNet++. 10-18 - Shiliang Lyu
, Fu Zhang:
Experimental Analysis of Mandarin Tone Pronunciation of Tibetan College Students for Artificial Intelligence Speech Recognition. 19-25 - Xing He:
Exploration of Paths for Artificial Intelligence Technology to Promote Economic Development. 26-32 - Yao Dong:
Influence of RPA Financial Robot on Financial Accounting and Its Countermeasures. 33-40 - Juan Ji:
Application of Artificial Intelligence Technology in English Online Learning Platform. 41-49 - Songjian Dan:
Spectral Identification Model of NIR Origin Based on Deep Extreme Learning Machine. 50-57 - Ying Feng, Xiaojing Lv:
Frontier Application and Development Trend of Artificial Intelligence in New Media in the AI Era. 58-64 - Jie Wang:
Analysis on the Application of Machine Learning Stock Selection Algorithm in the Financial Field. 65-72 - Qian Ma, Yue Wang:
Default Risk Prediction Based on Machine Learning Under Big Data Analysis Technology. 73-78 - Hongyun Zou:
Application of Intelligent Detection Technology and Machine Learning Algorithm in Music Intelligent System. 79-87 - Jianxing Shi:
Application of 3D Computer Aided System in Dance Creation and Learning. 88-95 - Jingyi Qiu:
Data Selection and Machine Learning Algorithm Application Under the Background of Big Data. 96-103 - Hongmei Li, Wei Xiong:
Analysis of the Drawbacks of English-Chinese Intelligent Machine Translation Based on Deep Learning. 104-111 - Xiaolei Zhang, Yaowu Shen, Junli Chen:
Application of Neural Network Algorithm in Robot Eye-Hand System. 112-120 - Ningning Zhang:
Construction Cost Optimization System Based on AHP-BP Neural Network Algorithm. 121-129 - Jianchao Fang:
Design and Implementation of Sensitive Information Detection Algorithm Based on Deep Learning. 130-136 - Mengya Sun:
Pruning Technology Based on Gaussian Mixture Model. 137-144 - Siyu Ning:
Analysis of College Students' Behavior Based on Machine Learning and Big Data Technology. 145-151 - Zhengtao Li, Xiaoxia Liu:
Adaptive Sliding Mode Control of Crawler Robot Based on Fuzzy Neural Network. 152-160 - Yunfei Cao:
Application of Machine Learning Algorithms in Financial Market Risk Prediction. 161-168 - Jun Li:
The Application of Big Data Analysis Technology in the Research of English Online Learning Platform. 169-176 - Chao Pang:
Application of Decision Tree ID3 Algorithm in Tax Policy Document Recognition. 177-184 - Yuwen Ma, Hong Chen, Huayun Gao:
The Value Embodiment of VR Interactive Technology in Product Design. 185-192 - Shaohua Zhao:
Innovation of Economic Business Model Based on Particle Swarm Optimization Algorithm. 193-201 - Yu Guo:
University Public Resource Management System Based on DBSCAN Algorithm. 202-210 - Pengju Zhang, Wenqian Bai, Yu Wu, Jingqing Chen:
Influence and Mechanism of Welding Residual Stress of 16MnR with Machine Learning. 211-220 - AiQing Tang:
Intelligent Clothing Recommendation Design System Based on RFID Technology. 221-226 - Siqi Wang:
Analysis and Optimization of Tourism Landscape Pattern Based on GIS. 227-233 - Jian-Gong:
Hidden Markov Model for Oral Training System. 234-240 - Mingyan Peng, Yan Yu:
Multi-system Platform Cooperative Electronic System. 241-247 - Yan Yu, Mingyan Peng:
Design and Implementation of Children's Cognitive Education Software Based on IOS Platform. 248-254 - Jianglin Lu:
Hardware in the Loop Verification System for Collision Avoidance Algorithm of Intelligent Electric Vehicle. 255-262 - Shuang Qiu:
Multiple Evaluation System of Cloud Computing Quality. 263-272 - Xiaoying Ruan, Hongfu Chen:
Network Governance Prediction Based on Artificial Intelligence and Algorithm Recommendation. 273-279
Big Data Analytics for IoT Security
- Nan Gao, Liya Fu:
Application of 3D Image Technology in the 3-Dimensional Reconstruction of Impressionist Oil Painting Art. 283-290 - Kaichen Zhang:
Application of 3D Technology in Garment Design Template. 291-299 - Jinlan Tan, Dongping Hu, Huijuan Zhang, Jun Duan:
Application of BIM Technology in Civil Engineering Under the Background of Big Data. 300-306 - Fan Wu:
Using Information Technology to Analyze the Impact of Digital Technology on the Innovation Performance of Manufacturing Enterprises. 307-313 - Jingjing Qiu:
An Enterprise Marketing Channel Optimization Strategy in the Context of "Internet + ". 314-321 - Tao Zhang:
Painting Art Style Rendering System Based on Information Intelligent Technology. 322-330 - Jing Ge, Xiao Han:
Application of Big Data Analysis Technology in the Construction of Cross-Border E-Commerce Supply Chain Platform. 331-338 - Jing Dong:
Analysis of Industrial Pollution by GMM System Based on Big Data Analysis Technology. 339-345 - Yu Gao, Xiaoran Chen:
Application of Digital Media Art Design in Modern Advertising Under the Background of Big Data. 346-352 - Zhuohui Liu, Jie Ma, Yanhong Wu:
Significance of Introducing Internet Financial Supply Chain into Cities Under the Background of Big Data. 353-360 - Yangmin Zhang, Jinpeng Lin:
The Aggregation and Development of the Internet Digital Financial Industry Under the Background of Big Data. 361-369 - Chao Chai, Tielei Liu, He Zhang:
Application of Information System Based on Big Data Technology in Fine Management. 370-377 - Shan Liu:
Analysis Method of Life Counseling Features of French Majors Based on Big Data Analysis. 378-385 - Ning Yang, Xin Sun, Shiwei Jin:
A Study on Classroom Teaching Practice of Art Education Based on Learning Feedback System. 386-394 - Ying Bai:
Urban Environmental Art Design Based on Big Data System Analysis Technology. 395-403 - Zeyue Xie:
Impact of Artificial Intelligence on New Media Operations and Communication. 404-411 - Haoming Guo, Yan Li:
Application of Big Data Analysis Technology in Mechanical Design, Manufacturing and Automation. 412-419 - Xufang Hou:
Design and Implementation of Rural E-commerce Training System in the Era of Mobile Information Network. 420-426 - Chonghui Li:
Construction of Digital Management Courses in the Big Data Era. 427-435 - Hongjie Liu:
Development of Multimedia Communication Technology Under Information Technology. 436-442 - Liping Zou, Fuhan Chen:
Application and Research of Curriculum Blended Learning Based on Big Data Platform. 443-451 - Xincan Li:
Development of Internet Financial Technology Based on Data Analysis Technology. 452-459 - Jing Yu, Tengda Li, Hui Fang, Hong Wu:
Data Analysis of Medicinal Fragrance Culture Based on Network Information Technology. 460-465 - Lan Zhen, Caiyin Ren:
Consumer Cognition and Behavior System Based on Big Data Technology. 466-472 - Min Liang, Winitra Leelapattana, Prayong Kusirisin, Jirachai Yomkerd:
The Influence of Internet Tourism Information Quality on Tourism Destination Image Under Big Data Analysis Technology. 473-481 - Xiao Wei:
The Application of AI Technology in English Teaching Under the Background of Big Data. 482-488 - Juan Li:
The Potential of Big Data Technology in Promoting the Dissemination of Tibetan Culture in the Information Age. 489-496 - Jianye Cui, Youchun Li, Jian Huang, Zhenhua Li:
Design and Implementation of Meteorological Information Service System Based on Big Data. 497-504 - Xin Ge, Minnan Yue:
Research on the Application of Computer Network Security and Practical Technology in the Era of Big Data. 505-510 - Dongge Zhu, Rui Ma, Shuang Zhang, Jia Liu, Jiangbo Sha:
Energy Big Data Application Based on Energy Big Data Center. 511-516 - Xiangju Liu, Yuan Liu, Yang Fei:
Computer Big Data Analysis and Cloud Computing Network Technology. 517-522 - Qiong Liu:
Construction of Blockchain Technology Audit System. 523-529 - Pengtao Cui:
Design and Implementation of Information Management System Based on Data Mining. 530-536 - Yuan Liu, Xiangju Liu:
Computer Information Processing Technology Based on Big Data Analysis. 537-542 - Rui Ma, Dongge Zhu, Xuwei Xia, Jia Liu, Jiangbo Sha:
Energy Big Data Storage and Parallel Processing Method Based on ODPs. 543-548
Data Mining and Statistical Modelling for the Secure IoT
- Liping Huang:
Countermeasure Research on the Construction of English Translation Software on the Basis of Corpus. 551-557 - Qian Wang:
English Translation Teaching Model of Computer Multimedia System Under the Background of Big Data. 558-565 - Min Qiu, Minte Fan:
Employability Enhancement Network Construction Based on Multimedia Technology. 566-572 - Yongyong Xiong:
Development of Teaching Mode of Digital Electronic Technology Based on Virtual Simulation. 573-580 - Liang Wei:
Establishment of Business English Corpus Based on Foreign Economic Demand Dependent on Automatic Generation Algorithm of Conceptual Semantic Network. 581-589 - Shiguang Sun, Li Li:
Application of Deep Learning Model Based on Big Data in Semantic Sentiment Analysis. 590-597 - Huiyan Zhou, Weibin Zhao, Kai Zhou:
Application of PBFT Algorithm Based on Trust Model in Internet Public Welfare Organizations. 598-605 - Xiaoran Chen, Yu Gao:
Integration of Digital Art Works and Virtual Reality Technology. 606-612 - Yingzhen Jia, Tianle Yin:
Application of Smart Wearable Devices in Elderly Care. 613-622 - Fang Qin, Weijia Zeng, Linlin Yu, Lin Li, Xiaoxia Tao:
Refined Teaching Mode of Courses Based on Digital Intelligent Platform. 623-630 - Zilong Xu, Lang Liu, Yong Zhu:
Design and Research of Network Database System Based on Deep Learning Technology. 631-638 - Yan Lin:
Handwritten Font Image Design System Based on Deep Learning Algorithm. 639-646 - Xin Sun, Tianyu Jiang:
Analysis on the Application of Intelligent Multimedia Technology in the Communication System of Art Education. 647-655 - Wei Chen:
Construction of the Network Online Teaching System Based on the Internet Technology. 656-663 - Yugui Tang:
Analysis of the Influence of Computer Software Modeling Technology in Modeling Teaching. 664-671 - Xun Fu:
The Development of Website Video Construction in the Era of Mobile Internet. 672-679 - Yu Ji:
Construction and Application of Teaching Resources Database for Japanese Reading Based on Multimedia Technology. 680-685 - Gang Yin:
Construction of Public Physical Training Evaluation Information System Based on Data Analysis Technology. 686-691 - Na Sun, Hongwei Zhao:
Construction of English Multi-module Online Learning System Based on Intelligent Analysis Technology. 692-698 - Dapeng Li
Effects of Digital Communication Between Cultures Based on Intelligent Internet Platforms. 699-706 - Linying Yu, Wei Wei, Jishuang Guo, Xuqi Qin:
Construction of Cross Border E-commerce Comprehensive Training Curriculum System Based on Virtual Simulation. 707-714 - Wei Zhang:
Unmanned Driving System Based on Sensor Data Fusion Technology. 715-722 - Xiaojie Zhou, Fangzhou Xu, Zhenhan Zhou, Xintong Gu, Yang Xuan:
Optimization of Orderly Charge and Discharge Behavior of Electric Vehicles in Distribution Network Based on Data Mining. 723-730 - Zhiwei Liu, Jianbin Wu, Huiwen Qi, Yaju Wang, Hongtao Xu, Jia Li:
Optimization of Power Network Investment Decision Based on Data Mining. 731-737 - Ying Liu:
Application of Internet of Things and Big Data Analysis Technology in the Dissemination and Inheritance of Light Industry Culture. 738-745 - Donghua Luo, Junling Pan, Xingwei Zhou:
Design of TCD Spectrum Analysis System Based on FPGA and ARM9. 746-752 - Jiading Guo:
Robot Localization and Scene Modeling Based on RGB-D Sensor. 753-760 - Kai Wang, Rui Zhang, Hanjie Yuan, Yuting Pei, Wenwu Zhang, Hao Xu:
Construction and Training of Cloud Computing-Based Smart Grid Operation Risk Early Warning Model. 761-768 - Xue Xu, Songbo Wang:
Construction of Translation Communication Platform Based on Internet of Things. 769-774 - Han Shen:
Spatial Environment Adaptability and Planning of Leisure Industry Cluster. 775-781 - Lingfeng Zeng:
Power Line Communication Networking Method for Low Voltage Distribution Network Based on Ant Colony Algorithm. 782-787 - Chaoran Chen
GA Nonuniform Kriging Gradient Projection Hybrid Global Optimization Algorithm for Robot Optimization Design. 788-795 - Jie Diao:
BP Neural Network for Design of Hybrid System. 796-801 - Qing Liu:
Multimedia and Multifunctional Simulation Experiment System. 802-808 - Guiyun Chen:
Design and Research of Information Platform Based on Internet of Things. 809-814 - Shichuan Liu, Teng Mu, Aijun Zhang:
Optimal Power Flow Calculation of Power System Based on Vector Distance Immune Algorithm. 815-821 - Xin Zhou, Mei Zhou:
Application of Image Classification Algorithm in Film and Television Works. 822-828 - Hongyan Zhu:
Online Medical Teaching Assistant System Based on Web3D Technology. 829-835 - Shuang Lu, Ye Wu, Xiaolei Zhong, Miao Yu, Xuesheng Yu:
Automatic Detection Method of Construction Cracks Based on Multi-modal Analysis. 836-842 - Feifei Niu:
Cloud Technology Dual Data Center Information System Based on Disaster Recovery Platform. 843-848 - Fengbing Jiang:
Power Automatic Control Method of Microgrid Based on Particle Swarm Optimization Algorithm. 849-855
Data Confidentiality and Privacy in IoT
- Xiquan Chen:
The Application Value of Big Data Analysis Technology in Financial Forecasting. 859-866 - Rong Jia:
Data Survey of Ancient Building Protection Based on Digital Network Technology. 867-874 - Biwei Yuan:
Fintech and Financial Regulation in the Context of Big Data. 875-881 - Yan Wang, Zhengyin Wang:
Development of Internet Green Finance Under the Background of Sharing Economy. 882-890 - Xianhao Chen:
Construction of Financial Service Information System Based on Computer Data Analysis. 891-898 - Jianbin Wu, Huiwen Qi, Lei Xue, Qiang Li, Jingyu Zhang, Chao Wang, Junwei Wang, Wei Gao, Xiangyu Zhang:
Operation Risk Assessment of Power Trading Institutions Based on Big Data. 899-905 - Wenbo Jia, Yingce Yang:
Growth at Risk of Oil Price Based on Quantile Regression. 906-913 - Xuejia Zeng:
Analysis and Application of University Human Resource Management Dependent on Ontology-Based Decision Tree Algorithm. 914-921 - Yikun Li:
The Impact of Computer Networks on Economic Development. 922-927 - Juxin Shao:
Precautions for the Development of the New College Entrance Examination Application Decision-Making System Based on the Big Data Platform. 928-935 - Dan Xin, Weilan Xu:
The Effect of Artificial Intelligence Auxiliary System on the Home Health Risk Management of the Elderly in the Community. 936-943 - Shuang Wang:
Design and Implementation of Rural Three-Level Logistics Distribution System Based on Cloud Computing. 944-952 - Zongxun Song, Dongzhao Gu, Lu Li, Liping Yu, Lingyun Tao, Hongrui Cui:
Automatic Generation of Distribution Network Operation Data Report and Application of Data Mining. 953-960 - Yuru Feng, Yufeng Wang:
Easing Effect of Supply Chain Finance Constraints Based on Blockchain Technology. 961-968 - Rongxia Wang, Fen He, Weihuang Yang, Linling Zhao:
Assistant Driving Safety Early Warning System Based on Internet of Vehicles. 969-976 - Xin Wang:
Payment System of Cross Border E-Commerce Platform Based on Blockchain Technology. 977-984 - Wenzhe Jia, Yahui Kang:
Association Rule Mining Algorithm for Demand Attribute Data Set of Emergency Decision Support System. 985-992 - Ke Wang:
System Structure of School-Enterprise Cooperative Education Service Platform in Higher Vocational Education Based on Blockchain Technology. 993-1000 - Zhengyin Wang, Yan Wang:
Bank Customer Default Risk Based on Multimedia in the Background of Internet Digital Finance. 1001-1009 - Bingbing Han, Zaixing Su:
Mathematical Model of Network Center Data Hierarchical Encryption Based on Decentralization. 1010-1017 - Yueying Li:
System of Government Audit Information Integration Platform Based on Block Chain Technology. 1018-1024 - Xiaze Zhang, Ying Lin, Bingchen Huang, Chenyu Cui, Chunxia Leng:
EMRBchain: A Blockchain-Based Electronic Medical Record Sharing Platform. 1025-1033 - Qian Zhang:
Application of Internet and Information Technology in of Legal Protection About Network Virtual Property in China. 1034-1041 - Xin Guo, Fang Deng:
Short Video Audience Identification Data Recommended by Multiple Neural Network Algorithms. 1042-1050 - Jiawei Wang:
Personalized Recommendation System Based on Vocal Characteristics. 1051-1057 - Junru Wang:
Design of Intelligent Car Control System Based on Path Memory Algorithm. 1058-1064 - Zuoming Xu:
Research on Application Evaluation Index System of University Enterprise Cooperation Informatization Based on CIPP. 1065-1070 - Qifeng Han, Yanchun Xu, Chuanye Wang:
Design of 1+X Modern Apprenticeship Intelligent Information Management System Based on Sequence Clustering. 1071-1076 - Jingzi Jiang:
Choreography Algorithm Based on Hybrid Density Network. 1077-1082 - Yan Li:
Research and Construction of Intelligent Tourism System Based on Cloud Computing. 1083-1089 - Qing Liu:
New Media Technology in Teaching Based on VR Simulation. 1090-1094 - Hui Sun:
Scratch Detection and Repair Method for Film Image. 1095-1101 - Shijun Li:
Improvement of ID3 Algorithm in Decision Support System. 1102-1107 - Zhichao Li:
Template Algorithm in Project Cost Management Intelligent System. 1108-1114 - Ting Pan:
Application of Artificial Intelligence System in Music Education. 1115-1121 - Qunzhe Zheng:
E-commerce Product Recommendation Strategy Based on XGBoost Algorithm. 1122-1128 - Zhihua Gan:
Research on Precision Marketing Based on Clustering Algorithm. 1129-1135 - Zhijie Huang:
The Impact of Replacing Business Tax with VALUE-ADDED Tax Based on Big Data Technology on Enterprise Financial Management. 1136-1142 - Yu Zhang, Nan Liang, Pengfei Liu:
Using Big Data to Help Computer Professional Laboratory Construction and Management. 1143-1149
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