2021 IEEE 2nd International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering - (ICBAIE 2021) Nanchang, China 26 ...
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2021 IEEE 2nd International
Conference on Big Data, Artificial
Intelligence and Internet of
Things Engineering
(ICBAIE 2021)
Nanchang, China
26 – 28 March 2021
Pages 1-555
IEEE Catalog Number: CFP21W92-POD
ISBN: 978-1-6654-4706-5
1/2Copyright © 2021 by the Institute of Electrical and Electronics Engineers, Inc. All Rights Reserved Copyright and Reprint Permissions: Abstracting is permitted with credit to the source. Libraries are permitted to photocopy beyond the limit of U.S. copyright law for private use of patrons those articles in this volume that carry a code at the bottom of the first page, provided the per-copy fee indicated in the code is paid through Copyright Clearance Center, 222 Rosewood Drive, Danvers, MA 01923. For other copying, reprint or republication permission, write to IEEE Copyrights Manager, IEEE Service Center, 445 Hoes Lane, Piscataway, NJ 08854. All rights reserved. *** This is a print representation of what appears in the IEEE Digital Library. Some format issues inherent in the e-media version may also appear in this print version. IEEE Catalog Number: CFP21W92-POD ISBN (Print-On-Demand): 978-1-6654-4706-5 ISBN (Online): 978-1-6654-1540-8 Additional Copies of This Publication Are Available From: Curran Associates, Inc 57 Morehouse Lane Red Hook, NY 12571 USA Phone: (845) 758-0400 Fax: (845) 758-2633 E-mail: curran@proceedings.com Web: www.proceedings.com
Table of Contents
Power consumption behavior analysis for customer side flexible resources based on data mining
1
Tao Xiao, Gang Sun, Ninghui Han, Ke Chen, Jindou Yuan, Jianyong Ding, Songsong Chen
Channel modeling of UHF RFID with double-tag interference
5
Yang Zhao, Xiaoxia Zhao, Xianhui Liu, Lingyun Li
A new algorithm for generating high-speed microwave landing signals
9
Xiang Chen, Xing Wang, Dejiang Lu, You Chen, Xiaotian Wu, Shiyan Wang, Jundi Wang
SIIM-ISIC Melanoma Classification With DenseNet
14
Yiming Zhang, Chong Wang
Generation technology of multimedia application software defect data for group users
18
Xiong Qi
Use the Genetic Algorithm to Optimize the Alpha Network of the RETE Algorithm
24
Daoqu Geng, Chang Liu, Xingchuan Lan, Hanwen He
An Adaptive Accuracy Threshold Aggregation Strategy Based on Federated Learning
28
Daoqu Geng, Hanwen He, Xingchuan Lan, Chang Liu
Research on Performance of Sub-pixel Displacement Measurement Algorithm
32
Ping Lu, Jiangang Zhao, Gang Li, Bin He, Zhipeng Wang, Yanmin Zhou, Bo Long
Towards Big Data Analytics in the Online Brushing System's Model Design
37
Pengfei Liu, Haitong Wu, Weifeng Zhang, Weihan Zheng, Xiaxu He
Adaptive Speech Enhancement Algorithm Based on First-order Differential Microphone Array
41
Chundong Xu, Bin Zhou, Lang Xu
Anonymity Analysis of Bitcoin, Zcash and Ethereum
45
Yitao Zhou, Judong Wu, Shengxin Zhang
Teaching Design and Implementation Based on R Language Under the Background of Big Data
49
Dong Wang, Honghe Wei, Baodan Bai
Combined Transfer and Active Learning for High Accuracy Music Genre Classification Method
53
Congyue Chen, Steven Xin
Hybrid Path Planning Algorithm Based on Improved Dynamic Window Approach
57
Lunxin Zhong, Xiaogang Tang, Litian Liu, Guangyu Yang, Kefeng Guo, Haopeng Sun
Research on Anti-tampering Simulation Algorithm of Block Chain-based Supply Chain Financial
Big Data 63
Fan Zhang, Ye Ding
Research on Software Project Scheduling Based on Genetic Algorithm
67
Sichong Ma, Shisong Deng
Left ventricular full segmentation from cardiac Magnetic Resonance Imaging via multi-task
learning
71
Zhi Liu, Pan Li, Junting Li, Qici Xie, Xian WangAn adaptive chaotic sparrow search optimization algorithm
76
Chengtian Ouyang, Yujia Liu, Donglin Zhu
A Data-driven Method for BioBrick Quality Assessment
83
Ning An, Shuo Liu, Huitong Ding, Haipeng Wang, Lingling Zhang, Gil Alterovitz
Fringe Center Extraction for Free Surface Measurement Based on R Channel
88
Hongsheng Shi, Zhenwei Wang, Hong Chen
Analysis Of The K12 Education Of United States Using Machine Learning And Data Mining
Techniques 93
Jiayan Wang, Jiarun Tang, Zhi Ling, Jianping Luo
Research and Application of Big Data Analysis for Oil and Gas Production
97
Guizhi Min, Zhongbo Liu, Zhanmin Zhang, Xuefeng Jin, Weiyi Xie, Shuai Wang
Analysis of Main Characteristics of Music Genre Based on PCA Algorithm
101
Mingtao Long, Luyao Hu, Fubao Jin
Face mask detection based on Transfer learning and PP-YOLO
106
Jian Wang, Lang Lin
Research on recognition algorithm of LSS based on video in airport clearance area
110
Jingyi Qu, Xinjie Bi, Shanliang Liu
Short Term Load Forecasting Based on BFA-DRESN Algorithm
114
Jianan Yuan, Wenbin Chen, Anqin Luo, Chao Huo, Shuaiying Ma
Welding quality inspection method based on genetic algorithm to optimize BP neural network
119
Daoqu Geng, Xingchuan Lan, Hanwen He, Chan Liu
Data Processing Flow Analysis of Hierarchical Structure System of Internet of Things
123
Yijie Li
Improved EfficientNet-B4 for Melanoma Detection
127
Chaoyi Li, Zihan Qiao, Kehan Wang, Hongxing Jiang
Internet-based deep learning of English vocabulary
131
Aihua Zhu
Sales Forecasting Using Deep Neural Network And SHAP techniques
135
Junhang Chen, Koju Wang, Shurui Xu, Zhe Liu
A Multi-path Routing Algorithm based on Ant Colony Optimization in Satellite Network
139
Wenchuan Yang, Shen Yao
Edge Computing Offloading Strategy Based on Particle Swarm Algorithm for Power Internet of
Things 145
Wenjing Li, Wei Deng, Rui She, Ningchi Zhang, Yanru Wang, Wenjie Ma
Research on Dynamic target Detection and Precise Positioning Based on PIXEL CODE YOLOv3
Deep Learning 151
Cheng Feng, Muzhou Hou, Zhining Zhu, Zhanjie Shu, Shoupeng Lu, Wenxi Zeng, Jiangsheng Yuan
Research on Fast Inter-process Communication Algorithm
156
Hui Wang, Dejian Li, Xiaoke Tang, Lixin Yang, Jingyun LiBig Data Knowledge Map Based on Entity Recognition
163
Shuai Xu, Haohua Dai, Xin Yu, Yunfei Yao, Yongxin Wang
Delay propagation evaluation of flight chain model based on big data visual analytics
167
Jingyi Qu, Jinjie Zhang
Improved Algorithm Combining Wavelet Transform and Kalman Filter for Estimating SOC of
Lithium-ion Battery in Vehicle 175
Shenghao Wang
Bitcoin Transaction Strategy Construction Based on Deep Reinforcement Learning
180
Fengrui Liu, Mingyao Ren, Jidi Zhai, Guoqing Sui, Xiaoyu Zhang, Xiangyun Bing, Yunlian Liu
Research on The Analysis of Users' Behavior Based on Big Data
184
Hailang Chen, Yunhai Xiao
Shield Machine Positioning Algorithm Based on the Kinematic Solution of Parallel Mechanism
188
Boning He, Guoli Zhu, Dailin Zhang, Rui Liu
Whole Slide Images Based Cervical Cancer Classification Using Self-supervised Learning and
Multiple Instance Learning 192
Tingzhen Li, Ming Feng, Yin Wang, Kele Xu
Design and implementation of epidemic Information Statistics App based on Android
196
Xiong Li, Jiayi He, Saiwen Ma
Digital Communication of Chinese Classical Literature in the Era of Big Data
200
Zehao Yao
Research on lithology identification based on two-stage genetic algorithm
205
Kai Zhang, Xin Zhang, Chunlei Zhang, Chengcheng Zhong
Spatio-temporal Changes of Surface Water in Erhai Lake Basin Based on Long Time Series Remote
Sensing Data 211
Zehua Wang, Shu Gan, Jie Lv, Minglong Yang
Deep learning based transformer fault diagnosis method
216
Zhibin Yin, Yan Zhen, Chao Huo, Jing Chen
Research on user electricity consumption behavior and energy consumption modeling in big data
environment 220
Chuang Ma, Yikuai Wang, Junda Zhang, Ke Chen, Feixiang Gong, Tao Chen, Songsong Chen
Study on Phrase-Window-based Annotation Rules and an Identification Algorithm
225
Lei Zhang, Jian Li, Haitao Wang, Hantao Tao, Dawei Wu, Yijian Liu
Research on identification technology of encircled serial tags based on big data and semantic
analysis 229
Zhigang Wu, Cifei Long, Zhihao Lu, Zhongneng Ma, Weimin Han, Kangjun Huang
Prediction on Bundesliga Games Based on Decision Tree Algorithm
234
Haoran Xu
A real-time vehicle detection algorithm based on instance segmentation
239
Zhiyong Shan, Haiyun TianA Railway Communication Cable Fixtures Detection Algorithm
244
Yihan Wang, Bailin Li, Ying Xiong
Design of verification and verification system for electric metering pipeline meters based on big data
analysis 248
Bo Liu, Chunshan Zhu, Dapeng Wang, Peng Dong
GIS cloud computing based government Big Data analysis platform
252
Qiang Wang, Yanyuan Jiang
A Pseudo Lesion Generation Method for Deep Learning Based Chest X-Ray Lung Disease Detection
256
Xingfang Ai, Min Cao, Xuechen Li
A New Method with SEU-Net model for Automatic Segmentation of Retinal Layers In Optical
Coherence Tomography Images 260
Xuehua Wang, Xiangcong Xu, Yaguang Zeng, Dingan Han
Research on Fault Detection of Electrical Equipment Based on Infrared Image
264
Tongyuan Huang, Xiangling Lv, Yuling Yang, Min Cheng
Research on City Traffic Flow Forecast Based on Graph Convolutional Neural Network
269
Yaohui Hu
Research on network performance optimization technology based on cloud-edge collaborative
architecture 274
Qinghai Ou, Yanru Wang, Wei Song, Ningchi Zhang, Jie Zhang, Hui Liu
Prediction of Distribution Network Line Loss Based on Grey Relation Analysis and Xgboost
279
Fan Xie, Zhibin Yin, Anqin Luo, Jianan Yuan
CT and MRI image fusion based on weight difference between L1 and L2 norm
285
Xuan Yang, Qingchao Zeng, Xun Liu, Qingliang Jiao, Ming Liu
Multi-views Action Recognition on 3D ResNet-LSTM Framework
289
Jie Zhang, Fengshan Bai, Jianfeng Zhao, Zheng Song
Research and implementation of network information security management system based on face
recognition 294
Yunli Cheng, Hainie Meng
A Deep Neural Network Based Model For Jane Street Market Prediction
303
Shuting Guo, Haoshan Wang, Jiahao Lin, Xi Chen
Newton iterative identification method for nonlinear systems
307
Miao Yin
Discriminant projection method based on optimized neighborhood graph for image feature
extraction 312
Xiaoheng Tan, Xianfang Li
Optical Network Virtual Mapping Method Based on Network Container
316
Anqin Luo, Yujie Xu, Fan Xie, Shuaiying Ma
A Deep Neural Network Based Model For Stock Market Prediction
320
Yuye Liu, Chen Cao, Weixin Huang, Shi HaoHyperspectral Images Ground Object Recognition Based on Split Attention
324
Deqi Li, Xiaoqing Hu, Siqing Wang, Chunlei Zhang, Rui Zhou, Heng Zhou
Application of WDNN for Photosynthetic Rate Prediction in Greenhouse
331
Panjiao Hu, Yaojie Sun, Yunhe Zhang, Jing Dong, Xin Zhang
Comparison of approximate DCT and approximate DTT for image compression
337
Weidan Liang, Xuedong Liu
Identification of elevator wire rope slip amount based on video analysis software
342
Shuangchang Feng, Yanchun Liang, Wenhao Shen, Chen Wang
Target detection of banana string and fruit stalk based on YOLOv3 deep learning network
346
Rihong Zhang, Xiaomin Li, Lixue Zhu, Maokun Zhong, Yihua Gao
Research on Integrated Navigation Information Fusion Simulation Platform
350
Zhonglei Zhu, Rongying Wang, Hongwei Bian, Heng Ma
XGBoost Based Supply Chain Fraud Detection Model
355
Wan Fang
A Parallel Network used to Human Activity Recognition
359
Changhao Ni, Shengxiao Guan
Towards prediction of Porous Silicon formation using Machine Learning models
363
Om Smaran Mohapatra
Research on Compliance Supervision Data Analysis Model Based on Mass Chat Records in the
Inter-Bank Market 368
Yining Wang, Yunhui Li, Tong Wu
Research on Lithology Identification Method Based on Stacked Capsule Auto-Encoder Network
381
Xiaoqing Hu, Leiming Cheng, Heng Zhou, Chunlei Zhang, Xin Zhang, Deqi Li
Codec Network for Speech Bandwidth Extension
387
Chundong Xu, Xianpeng Ling, Dongwen Ying
Solution for Industrial Networks: Resilience-based SDN Technology
392
Nteziriza Nkerabahizi Josbert, Ping Wang, Min Wei, Ahsan Rafiq
Attention-Based Multi-Branch Network for Low-Light Image Enhancement
401
Yin Jiao, Xiangtao Zheng, Xiaoqiang Lu
Development and application of low-latency edge IoT agent device for ubiquitous power Internet of
Things 408
Ben Wang, Rui She, Qinghai Ou, Ningchi Zhang, Yanru Wang, Dandan Guo
Wind power prediction based on Elman neural network model optimized by improved genetic
algorithm 413
Zihan Sun, Yanlong Liu, Mingyu Xu, Wanlin Guan
Single Image Super-Resolution Reconstruction Network With Dual Attention Mechanism
417
Youwen Huang, XinTang, Bin Zhou
Prophet model with AHP: A study of the evolution of Music
422
Honghao Cai, Teng Pu, Yinghua LuoStock Price Forecast Based on ARIMA Model and BP Neural Network Model
426
Jiaqi Qin, Zheng Tao, Shansong Huang, Gaurav Gupta
Hyperspectral image recognition based on lightweight causal convolutional network
431
Qiaoyu Ma, Yang Liu, Xintong Wang, Biao Yuan, Kai Zhang
A remote sensing image target recognition method based on improved Mask-RCNN model
436
Huiming Yu, Fuxin Xu
Unknown Radar signal recognition Technology Based on DS Evidence Theory
440
Wenting Yu, Anni Lin, Zhiyuan Ma, Zhi Huang, Yan Xia
Underwater salient object detection based on red channel correction
446
Hui Feng, Lizhong Xu, Xinghui Yin, Zhe Chen
Signal Processing System in Wireless Communication
450
Xuefeng Wei
Research on the Measurement of Fatigue Crack Propagation Based on DCPD Method
455
Shuai Zhao
Taffic identification model based on Convolutional Neural Network —— CON-BSCNN
459
Yuening Zhang, Nan Zhang, Cangjun Gao, Mingzhong Xiao
Self-supervised Domain Adaptation for Satellite Imagery Classification via Representation Learning
464
Hao Wen, Xiang Hu, Yuanxi Peng
Supervised Hashing with Kernel Based on Feature Fusion for Remote Sensing Image Retrieval
470
Zihong Yang, Yun Ge, Zihan Huang, Chuang Xiong
Deep Compression of Neural Networks for Fault Detection on Tennessee Eastman Chemical
Processes 476
Mingxuan Li, Yuanxun Shao
Optimal Dispatch Model of Active Distribution Network Based on Particle Swarm Optimization
Algorithm with Random Weight 482
Wenjie Gong, Litao Yu, Aoyang Han, Zhengjie Li
Short-term Load Forecasting Model Based on RBF Neural Network Optimized by Artificial Bee
Colony Algorithm 486
Aoyang Han, Shengqi Zhou, Xuehui Jian, Zhisheng Zhang
MobileNetV3 for Image Classification
490
Siying Qian, Chenran Ning, Yuepeng Hu
Research on Image Classification of Lightweight Convolutional Neural Network
498
Zhengwu Yuan, Chenxing Lu
A Robust LiDAR State Estimation and Map Building Approach for Urban Road
502
Kang Wang, Jiasheng Ni, Yanqiang Li
An Improved Multiscale Model Based on Boosting Method in HSIs Ground Object Recognition
507
Yanan Jiang, Lindi Duan, Chengcheng Zhong, Kai Zhang
Study of SPDS-TDMA Time Slot Allocation Protocol Based on Multi-Channel Communication
513
Mingshu Han, Xiaodong Cheng, Fei Xu, Jie ZhangA Processing Approach for the NLOS error in UWB Ranging
518
Lixiang Zhang, Yaojie Sun, Yanmang Su, Jingyi Wang, Yang Li
Vehicle-road Collaborative Recognition Method Based on ResNet and Improved SSD
527
Leping Zhang
Spammer Detection Using Graph-level Classification Model of Graph Neural Network
531
Zheng Song, Fengshan Bai, Jianfeng Zhao, Jie Zhang
Supply Chain Fraud Prediction Based On XGBoost Method
539
Yichun Zhou, Xuyang Song, Mengyuan Zhou
BERT-based Named Entity Recognition Method for Chinese Recipe Text
543
Fulun Wei, Yonghua Zhu
EfficientNet-Based Model With Test Time Augmentation for Cancer Detection
548
Jiahao Zhang, Jiang Yang, Rao Huang, Jiacheng Shi
An improved Multi-channels Information Fusion Model with multi-scale signals for fault diagnosis
552
Xiangkai Ma, Pei Wang, Bozhou Zhang, Ming Sun
Dangerous Driving Behavior Recognition using CA-CenterNet
556
Zhe Ma, Xiaohui Yang, Haoran Zhang
Distributionally Robust Binary Probit Regression Model
560
Wei Dong, Xin Du
Maturity recognition of citrus fruits by Yolov4 neural network
564
Shiji Zheng, Zhiquan Lin, Jiahao Xie, Mingfeng Liao, Shujun Gao, Xin Zhang, Tian Qiu
A review of 5G applications and key technoligies
570
Rongli Gai, Xiaoyan Du, Shuya Ma, Na Chen, Shouchuan Gao
Fire Monitoring System for Hydrogen energy ship
575
Zhuoer Wang, Jiayu Zou, Zhengying Li, Qingyuan Hu
Autism Classification Based On Logistic Regression Model
579
Yuanrui Zheng, Tingyan Deng, Yaozheng Wang
Predicting the Chinese Poetry Prosodic Based on a Developed BERT Model
583
Qing Wang, Xiumei Wang, Weiping Liu, Guannan Chen
Joint Extraction Model of Entity and Relationship Based on Reinforcement Learning
587
Jingguo Rong, Hongbo Wu, Su Zhang, Shuai Tian
Research on Simulation Output of Maintainability Based on ANN
592
Quan Zhou, Yali Wang
Smart Home Security Analysis System Based on The Internet of Things
596
Rui Yu, Xiaohua Zhang, Minyuan Zhang
Operation Scale Expansion Method Research for Smart Lamp Pole ZigBee System
600
Tangyu Chen, Liangzhen Guo, Mengchen Hao, Yixin Zhao
Research on Optimization of Fuzzing Technology Based on Hybrid Execution
605
Minyuan Zhang, Runyu Zhang, Xiaoyu WangParametric 3D Visualization Modeling of the Human Body Based on 2D Photos
609
Mengke Lu, Jiaming Zhang, Lei Tang, Hongtao Wei
Analysis of online shopping reviews based on natural language processing -- Taking Amazon as an
example 613
Xiaoliang Xie, Xiaokun Zhang, Haiyan Shi
Design and implementation of automatic apple crating robot technology
617
Kun Zhang, Hua Zhang
Construction of Electric Power Meta Knowledge Graph Based on Electric Power Industry
Terminology 622
Xin Huang, Lanling Liu, Yibo Chen, Zuping Zhang
Application of indoor positioning technology in smart home management system
627
Danjue Zhang, Chufan Tan
The laboratory construction effectiveness evaluation of high-education institutions via the FAHP
method and its application 632
Zhengzhou Ji, Yijian Zhou, Lei Shi
Channel Estimation For Wireless Communication Systems Aided By Large Intelligent Reflecting
Surface 637
Yan Pan, Zhixiang Deng
The research on automatic generate DMIS GOTO points by planes in CMM measurement
644
Kai Liu, Yuewei Bai, Xiaogang Wang
Intelligent manipulator control model based on machine algorithm compilation
650
Donghua Zheng, Lizhu Ye
Design of an intelligent medical splint with 3D printing and pressure detection
655
Kun Li, Sun Zhuang, Junyou Liu, Ai Guo, Aiguo Wang, Jun Lu, Fengjun Xue
Smart Management System for Hazardous Chemicals Park
659
Fan Zhou, Genmin Zhu, Jiahao Yang, Weixing Wu
The Monitoring System of Urban Road Waterlogging Depth with Smart Lamp Pole
664
Dou He, Haibo Yuan, Geng Zhang, Wei Huang
A Multi-agent Cluster Cooperative Confrontation Method Based on Swarm Intelligence
Optimization 668
Jiankai Zuo, Zeyuan Liu, Jiatong Chen, Zhengsheng Li, Chen Li
Credit Card Fraud Detection Using Autoencoder-Based Deep Neural Networks
673
Jiatong Shen
Research on Diagnosis Method of Abnormal Heating of Transformer High Voltage Composite Pipe
Jacket 678
Yuning Gao
Design of Convolution Neural Network Accelerator Based on FPGA
683
Yi Qian
SiamKey: Siamese Local Keypoints Matching Network for Visual Tracking
688
Mingliang Geng, Yuehuan WangAD diagnosis assistant system based on convolutional network
693
Huiru Guo, Longqiang Xing, Caixia Luo, Hui Chen
Edge Computing for Brightness and Color Tempera-ture of Smart Streetlight
699
Junhao Qian, Baoyan Duan, Wenjing Xie, Yixin Zhao
Intelligent Monitoring and Control System for underground mine rail transportation based on
communication-based train control (CBTC) system and AI computing 704
Haoxuan Yu, Jialong Yu, Shuai Li
Development Direction of Automated Terminal and Systematic Planning of Smart Port
708
Haiyuan Yao, Tianhan Xue, Dachuan Wang, Yue Qi, Mengchao Su
Analysis and discussion of component in the ecosphere of Hadoop from HuaWei'FusionInsight
713
Qi Lin
Research on Intelligent Control Model of V2G Bidirectional Charger Considering Electricity Price
Constraint 718
Zhengjun Jin, Shuxuan Song, Xiang Fang, Gongwu Ke, Danlu Xu, Ming Jin
A novel SSVEP-BCI approach combining visual detection and tracking for dynamic target selection
722
Pengbo Fan, Yadong Liu, Zongtan Zhou, Yaru Liu, Xinbin Liang, Jingsheng Tang, Yang Yu
Design of Smart Home Safety System for the Aged Based on ARM
727
Changhai Peng, Qiang Qi, Jufang Hu, Xiangyu Xie
Intelligent Internet of things service based on artificial intelligence technology
731
Chao Zhang
Land Resource Management Information Platform Based on Artificial Intelligence Technology
735
Ziyi Jiang
Application of 5G network slicing technology in smart grid
740
Ran Liu, Xingyuan Hai, Siwei Du, Lingkang Zeng, Jie Bai, Junyu Liu
Research on Invasive Insect Image Recognition Based on Artificial Intelligence
744
Qinsi Wang, Xueyi Jiang, Xiaolong Xiao, Xueshun Wang
Design and Implementation of Intelligent Feeding System Based-on the oneM2M
749
Zhihui Xu, Ya He, Dejin Ma, Jintao Wang, Li Zhang
Consensus-based Distributed Target Tracking in the Presence of Active False Targets
753
Ye Yang, Kai Da, Yongfeng Zhu, Qiang Fu
An Open-Source Programming Language-Based Interactive Device: Popular Science of the Five
Cereals for Children 758
Yuning Fan
Feature extraction for time series classification using univariate descriptive statistics and dynamic
time warping in a manufacturing environment 762
Nikolai West, Thomas Schlegl, Jochen Deuse
Construction of STEM Interdisciplinary Integration Model Supported by Educational Artificial
Intelligence 769
Lili WuSimulation of underwater vehicle control based on code generation technology
773
Xinchang Li, Wenkui Li
Design and verification of acceleration data recovery device during high-speed projectile entering
water 778
Shuai Zhang, Zhiyu Shao
Cervical Pulse Wave Extraction Based On Video Motion Amplification
784
Ziyang Lin, Xinghong Chen, Guannan Chen
Research on the strategy of adjustable load resources participating in distributed trading market
788
Lei Li, Taorong Gong, Jindou Yuan, Feixiang Gong, Tao Xiao, Tao Chen, Songsong Chen
An Iterative Learning Control Algorithm based on One-sided Lipschitz and Quadratic Inner-
Bounded Conditions 793
Dakun Liu, Guifen Chen, Yijun Wang, Ye Tian
Research on the Method of Electrolytic Aluminum Load Participating in the Frequency Control of
Power Grid 798
Songsong Chen, Feixiang Gong, Teng Sun, Jindou Yuan, Shihai Yang, Zongjie Liu
Combining I-vector and ResNet by Knowledge Distillation for Text-Independent Speaker
Verification 802
Zixuan Shao
Design of Cloud Computing Platform Based Accurate Measurement for Structure Monitoring Using
Fiber Bragg Grating Sensors 807
Juan Wang, Jinhua Yang, Zhentao Zhang
A Multi-priority media access control protocol based on Actor-Critic algorithm
812
Bicheng Yu, Xuejun Zhao
Construction method of synonyms database for electric power field
816
Yibo Chen, Lan Hu, Xin Huang, Zuping Zhang
Stain detection method of solar panel based on spot elimination
820
Wei Wen, Shuangqi Li, Fei Zhou, Mingte Li, Qi Xie, Shuaiqi Chen
Research on the Relationship between Regional Logistics Demand and Service Innovation based on
Optimal Allocation of Factors in Digital Economy 825
Lili Ma
High-Accuracy Crowd Counting Method Based on Mixed Labeled Dataset
829
Han Wu
Security situation prediction method of industrial control network based on ant colony-RBF neural
network 834
Xiaoyu Wang, Zhongshou Han, Rui Yu
Matrix-based optimistic multigranulation fuzzy covering rough sets
838
Junchao Wei, Zaibin Chang, Lingling Mao
Research on the Construction of Traditional Enterprise Digital Evaluation Index System
Yi Zhang, Dongxin Zhang 842Effective Learning Behavior of Students' Internet Based on Data Mining
847
Jixiang Yang
A Method for Surface Defect Detection of Printed Circuit Board Based on Improved YOLOv4
851
Haofei Xie, Yuan Li, Xingchen Li, Li He
A Summary of 5G applications and prosprcts of 5G in the Internet of Things
858
Rongli Gai, Xiaoyan Du, Shuya Ma, Na Chen, Shouchuan Gao
Research on Driving Data Classification of Fuel Cell Vehicle Based on CNN-BiLSTM Network
864
Ning Zhou, Zihe Wang, Jianxin Zhou, Zhibin Luo
Quantum attack-resistant signature scheme from lattice cryptography for WFH
868
Luyao Wang, Chunguang Huang, Hai Cheng
2D Phase Unwrapping Based on U-Net and SVD for Fringe Projection Profilometry
872
Weihua Tang, Junkang Zhang, Qingguang Li
Substation Personnel Safety Detection Network Based on YOLOv4
877
Sheng Wang
Space Planning of Mobile Robot Guided by Path Edge
882
Qingxiu Lu
Robot Path Planning Based on Improved Particle Swarm Optimization
887
Fei Wang, Ziwei Wang, Meijin Lin
Research on distributed electromagnetic track adsorption mechanism
892
Lichun Han, Liming Wang, Shenghao Fan, Yang Wang
Fetal Health Classification Based on Machine Learning
899
Jiaming Li, Xiaoxiang Liu
Research on Control of DC Motor Based on TMS320VC5509A
903
Defang Liu, Xianchao Wang
Research on State Estimation of Outdoor Mobile Robot Based on Multiple Sensor Combination
907
Hailu Cui, Xinjian Fan, Yanqiang Li
Reversible lane control system with low emission load based on VISSIM simulator
911
Jianwen He, Yingxin Zhu, Jialiang Zhang, Xiaolin Ma
Design and Implementation of Brushless DC Motor Control Scheme Based on RT-Thread
Operating System 915
Yiming Ding, Wenkui Li
Robot Perceptual Classification Method Based on Mixed Features of Decision Tree and Random
Forest 919
Yifan Song, Jiankai Zuo, Jiehong Wu, Zeyuan Liu, Ziheng Li
Mosquitoes to Control Dengue: A SEIR-Based Interactive Dynamics Approach
923
Xueyu Zhou, Yucheng Liu, Weiye Gu, Yuanyuan Deng, Haoxuan Li
Rocket Sensor Data Prediction Based on LSTM with Attention Mechanism
927
Guorui Liao, Wei Yang, Kun Wang, Ruimeng He, Tao YouFuzzy-based analysis of thermal effects on component failure for LEO satellites
933
Mengqi Shang, Xinqing Yan, Guiming Lu, Zhongmin Huangfu
Monitoring of Natural Ecological Environment Based on Sentinel 2A
944
Zhi Lin, Jie Lv
Discrimination and Processing Method of Gas Abnormal Data in Safety Monitoring System
948
Xing Zhen
An Alternating Direction Method of Multipliers for Unit Commitment Optimization Based on Wind
power Accommodation 952
Hongbin Sun, Zhengjun Bi
Construction of Radio Transmission Equipment Type Approval Knowledge Graph and its
Application 956
Chunxin Li, Qiannan Lu, Ming Huang*, Jingjing Yang, Liqin Chen
A Camera PTZ Control Algorithm For Autonomous Mobile Inspection Robot
962
Yong Li, Liang Pan, Tao Cheng
Research of Health Index Evaluation Method for Multi-energy station system Based on
Heterogeneous Data Fusion
968
Junyao Wang, Shifeng Shi, Qingguang Yu, Yuming Liu, Zhicheng Jiang, LE Li, Xu Han, Xiaolan Bai,
Xiaodi Xue, Fei Qi
Application of traffic signal control and Internet of things technology in Urban Rail Transit
974
Haoxuan Yu
A Network Based On Deep Interest Network for Taobao Click-Through Rate Prediction
978
Yingyi Fang, Zhenghan Chen, Ma Yunxiao, Lanchuan Lin
Research on Enhancing Generalization Ability of Question Answering System by Retelling
Technology 982
Wenfei Zhang, Zhixin Suo, Ming Gao, Hongzhi Lu, Guoqin Lun, Xuhua Zhang
The application of machine learning in bank credit rating prediction and risk assessment
986
Zongrui Dai, Yuchen Zhang, Aya Li, Guobin Qian
Fall detection system based on real-time pose estimation and SVM
990
Yangsen Chen, Rongxi Du, Kaitao Luo, Yuheng Xiao
Research on the Cultural Loss and Migration Strategy of EDPs in Predicament Based on Fuzzy
Comprehensive Evaluation and BP Neural Network 994
Guangyan Gan, Haoxuan Li
Online Examination Behavior Detection System for Preschool Education Professional Skills
Competition Based on MTCNN 999
Yongcun Wang, Jianqiu Deng
A case study of industrial data analysis: Gearbox temperature prediction of wind turbines using
ensemble deep learning regression 1006
Zhiwei Cheng, Yongsheng Deng, Xiaodan Wang, Zhihong Xie
Research and application of a new edge computing DTU device
1010
Chao Huo, Di Mu, Yutuo WangReview of electrolytic aluminum load participating in demand response to absorb new energy
potential and methods 1015
Feixiang Gong, Kaikai Ren, Aiqun Zhang, Songsong Chen, Jian Feng, Kai Zhang, Dezhi Li
Stable grasping control of robot based on particle swarm optimization
1020
Lizhu Ye, Donghua Zheng
Predicting Social Events using Entity Interaction Graph Sequences
1025
Na Deng
Rumor Data Analysis and Path Research from the Perspective of Co-Governance
1030
Yifan Zhao, Yaxin Xu, Hongxiao Zhang
Visual Question Answering Combining Multi-modal Feature Fusion and Multi-Attention
Mechanism 1035
Linqin Cai, Zhongxu Liao, Sitong Zhou, Kejia Chen
Low frequency oscillation suppression method based on saddle node bifurcation two-layer vector
analysis 1040
Chao Wang, Enming Bai, Jianyuan Xu, Xianzhong Zhang, Wende Wang
Control Technology of Terminal Attitude Adjustment of Traction Parallel Robot Based on Visual
Perception 1045
Xiaojun Zhang
Design and research of Music Internet of things
1050
Yanhong Jing
Fault classification of proton exchange membrane fuel cells for vehicles based on XGBoost
1054
Ning Zhou, Qiao Shao, Jianxin Zhou, Changjie Huang
The Influence of The Inspection and Replacement Technology of The Step and Its Related
Components on The Safe Operation of Escalator 1059
Kuangye Niu, Shuangchang Feng, Huiqing Ouyang, Ji’ai Xue
A Price Index Insurance Strategy for Wheat and Corn Based on Boosted-HP Filter
1063
Zehua Cao, Xutao Wan, Yi Zhang
Microprocessor Processes and Devices in Post Exascale Computing Era
1067
Di Wang, Hongliang Li
Research on ZigBee-based Remote Water Temperature Monitoring and Control System
1074
Qi Zhang, Ning He, Ziran Chen, Zhi Huang
Design and practice of 5G embedded terminal in power load control management system
application 1078
Runan Yang, Shengbiao Cao, Lingkang Zeng, Ningchi Zhang, Ping Gai, You Xue
Research and application of information Model of industrial Robot Welding System based on OPC
UA 1084
Yong Li, Tao Cheng, Liang Pan
Prediction of Grain Output in Anhui Province Based on Machine Learning
Jiadi Wu, Xiangyu Chen, Yuanyuan Wei, He Huang 1088Research on load awareness method based on virtual power plant
1093
Ninghui Han, Mingxing Guo, Songsong Chen, Su Wang
Comparative Study to Identify the Heart Disease Using Machine Learning Algorithms
1097
Rezaul Karim, Chengliang Wang, Mohaiminul Islam
Discussion on the Definition and Construction Principles of City Brain
1101
Feng Liu, Ying Liu, Yunqin Zhong
The Line-Structured Light Plane Calibration based on the Plücker Line
1106
Jiahui Yu, Hengxin Yang, Ziheng Liu, Hao Yang
Robot Ground Classification and Recognition Based on CNN-LSTM Model
1110
Xiaoxue Li, Jiehong Wu, Zhongzhi Li, Jiankai Zuo, Pengcheng Wang
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