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2021 2nd International Conference on Big Data & Artificial Intelligence & Software Engineering (ICBASE)

Sept. 24 2021 to Sept. 26 2021

Zhuhai, China

ISBN: 978-1-6654-2709-8

Table of Contents

[Title page i]Freely available from IEEE.pp. 1-1
[Title page iii]Freely available from IEEE.pp. 3-3
[Copyright notice]Freely available from IEEE.pp. 4-4
Table of ContentsFreely available from IEEE.pp. 5-20
PrefaceFreely available from IEEE.pp. 21-21
Committee MembersFreely available from IEEE.pp. 22-23
ReviewersFreely available from IEEE.pp. 24-26
Special steel production under carbon emission constraints by big dataFull-text access may be available. Sign in or learn about subscription options.pp. 1-6
by Boyue Yang
An exploration of live e-commerce paths from an algorithmic research perspectiveFull-text access may be available. Sign in or learn about subscription options.pp. 7-11
by Wenxi Zeng, Jingying Ding, Zehao Jin
Research on predicting heart attack through active learningFull-text access may be available. Sign in or learn about subscription options.pp. 12-18
by Peng Yuan
Research on Distinguishing Different State of Levitated water droplet Based on CNN algorithmFull-text access may be available. Sign in or learn about subscription options.pp. 19-24
by Yiheng Chen
UAV Detection Based on Improved YOLOv4 Object Detection ModelFull-text access may be available. Sign in or learn about subscription options.pp. 25-29
by Run Niu, Yi Qu, Zhe Wang
FLBID: An Income Distribution Mothed Based on Bargaining for Participants in Federated LearningFull-text access may be available. Sign in or learn about subscription options.pp. 30-33
by JianFei Zhang, HaoRan Qi
Analysis of big data and cloud computing technology based on the library lending systemFull-text access may be available. Sign in or learn about subscription options.pp. 34-37
by Xia Zhan
Recurrent Neural Networks algorithms and applicationsFull-text access may be available. Sign in or learn about subscription options.pp. 38-43
by Yuexing Chen, Jiarun Li
Path Planning of Manipulator Based on Improved RRT-Connect AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 44-47
by Ying Zhu, Yanfeng Tang, Yawan Zhang, Yujun Huang
Research on the Housing Rent to Purchase Ratio Index Compilation Based on Internet Big Data -- Taking Beijing and Tianjin as ExamplesFull-text access may be available. Sign in or learn about subscription options.pp. 48-51
by Yang Xin, Yang Gao, Yinning He
Research on ant colony optimization network access algorithm based on model of vehicle fog calculationFull-text access may be available. Sign in or learn about subscription options.pp. 52-55
by Weimin Gan, Juan Li, Yan Guo
Simulation of precipitation in 40 alpha world cities for the 20th century by means of random walkFull-text access may be available. Sign in or learn about subscription options.pp. 56-61
by Shaomin Yan, Guang Wu
Evaluation Models for Luminous Environment Satisfaction in Green Office Buildings Integrating Environmental and Spatial Attributes Based on Massive Data SamplesFull-text access may be available. Sign in or learn about subscription options.pp. 62-69
by Liang Ji, Mengkun Hu, Lina Zhang, Yuncan Sun
Numerical simulation of scour effect on different types of piersFull-text access may be available. Sign in or learn about subscription options.pp. 70-75
by Di Wu, Lu Cao, Yicheng Sun
Analysis of The Coordinated Development of Water Resources and Social Economy in Jinhua City Based on the GRA-Mathematical Statistical Analysis ModelFull-text access may be available. Sign in or learn about subscription options.pp. 76-81
by Yaolan Zhang, Haoyang Feng
Application of Grid and Entropy Weight-TOPSIS Model in Collision Risk Assessment Caused by Environmental Factors in Port WatersFull-text access may be available. Sign in or learn about subscription options.pp. 82-88
by Fangwen Bi, Yuhui Fu
Spatial differentiation of sea surface salinity in the South China Sea and the adjacent Northwest Pacific based on big data analysisFull-text access may be available. Sign in or learn about subscription options.pp. 89-95
by Xin Wang, Jiancheng Kang, Li Zhou, Xiangchun Meng, Yutong Hua, Zhiwei Chen
Numerical simulation analyzes the environmental impact of the reclamation project on the nearby sea areaFull-text access may be available. Sign in or learn about subscription options.pp. 96-100
by Tianhang Zou, Wenbin Yin, Menghan Yu
Research on Reconstruction of Underpass Expressway Bridge Through data analysis and simulationFull-text access may be available. Sign in or learn about subscription options.pp. 101-107
by Xican Zhao, Dengfeng Chen
Construction and Research of Virtual Forest Environment Based on Spatial DataFull-text access may be available. Sign in or learn about subscription options.pp. 108-111
by Yuan Yang
Numerical simulation analysis of the construction process of a large-span variable-section tunnelFull-text access may be available. Sign in or learn about subscription options.pp. 112-115
by Xudong Jiang, Runke Huo, Shuguang Li, Wei Li, Xiaoge Li, Xingzhi Yang
Unsupervised Detection Algorithm of Concrete Bridge Cracks in Complex Environment Based On Digital ImageFull-text access may be available. Sign in or learn about subscription options.pp. 116-119
by Shiyuan Sun
Research on Personalized Learning Route Model Based on Improved Collaborative Filtering AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 120-123
by Hongbin Wang, Zhengang Wei
Tracking and detecting network traffic based on capacity data predictionFull-text access may be available. Sign in or learn about subscription options.pp. 124-128
by Linwei Huang
Acquisition Functions in Bayesian OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 129-135
by Weiao Gan, Ziyuan Ji, Yongqing Liang
Research on Economic Value Evaluation of Data AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 136-139
by Tieshuang Sun
Application of Improved DBSCAN Clustering Method in Point Cloud Data SegmentationFull-text access may be available. Sign in or learn about subscription options.pp. 140-144
by Chunxiao Wang, Xiaoqing Xiong, Houqun Yang, Xiaojuan Liu, Lu Liu, Shihao Sun
An Ensemble Learning Approach of Multi-Model for Classifying House DamageFull-text access may be available. Sign in or learn about subscription options.pp. 145-152
by Junqiao Fan, Chun Xu, Jiahe Zhang
The Performance of Different Algorithms to Solve Traveling Salesman ProblemFull-text access may be available. Sign in or learn about subscription options.pp. 153-156
by Hanqing Bi, Zhuoyuan Yang, Mengxi Wang
COVID-19 Face Mask Restoration Using Pix2pix modelFull-text access may be available. Sign in or learn about subscription options.pp. 157-161
by Liang Hong, Tianqi Wang
Preliminary Discussion on Production Scheduling Optimization of Garment Intelligent Manufacturing System based on Big DataFull-text access may be available. Sign in or learn about subscription options.pp. 162-166
by Yalin Dong
Research on chemical reaction prediction model based on FairseqFull-text access may be available. Sign in or learn about subscription options.pp. 167-171
by Tingting Wang
An auxiliary tool for preliminary tests of skin cancer : A self-modifying meta-learning method for clean and noisy dataFull-text access may be available. Sign in or learn about subscription options.pp. 172-176
by Yifeng Cao, Yuefan Wu, Zhenyu Tian, Xuan Yu
Transfer Learning Performance Analysis for VGG16 in Hurricane Damage Building ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 177-184
by Jiayi Li, Zhenyu Liang, Can Xiao
Detection algorithm of pulmonary nodules based on deep learningFull-text access may be available. Sign in or learn about subscription options.pp. 185-188
by Weiguo Zhang, Linfang Cui
Cloud resource prediction model based on LSTM and RBFFull-text access may be available. Sign in or learn about subscription options.pp. 189-194
by Na Zhang, Yifan Su, Biao Wu, Xiaomei Tu, Yuting Jin, Xiaoan Bao
The Choice of Kernel Function for One-Class Support Vector MachineFull-text access may be available. Sign in or learn about subscription options.pp. 195-198
by Jiaoyang Li, Lingfeng Zuo, Tianyu Su, Zihan Guo
A Task Schedule Approach for Heterogeneous Storm Based on Particle Swarm-Load Balancing AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 199-202
by MingZhuo Zou, HuiYong Liu
A Terminal Homing Control Method of Parafoil Based on Deep Neural NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 203-209
by Anmin Liu, Zhiwei Feng, Qingbin Zhang, Guobin Zhang
The Comparison of Some Algorithm Based on CeemdanFull-text access may be available. Sign in or learn about subscription options.pp. 210-217
by Sijin Wang, Yiran Shao, Jingwen Qian, Shuhan Sun, Siyuan Yu
Research on the classification of the paintings of 10 impressionist painters through deep learningFull-text access may be available. Sign in or learn about subscription options.pp. 218-223
by Congren Dai
A Discriminative Graph Neural Network for Fake News DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 224-228
by Honghao Cao, Junhao Deng, Guoxuan Dong, Dewei Yuan
A differential privacy preserving algorithm for greedy decision treeFull-text access may be available. Sign in or learn about subscription options.pp. 229-237
by Shudan Yang, Nan Li, Daozhu Sun, Qiming Du, Wenfu Liu
MTMS: A Fact-Corrected Summarization model Based on Multitask Learning and Multimodal FusionFull-text access may be available. Sign in or learn about subscription options.pp. 238-247
by Xia Ye, Zengying Yue, Ruiheng Liu, Qiduo Lu
A New Radiation Source Identification AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 248-252
by Jing Zhao, Panpan Yang, Haihong Zhang, Jinchao Lin
General Pacman AI: Game Agent With Tree Search, Adversarial Search And Model-Based RL AlgorithmsFull-text access may be available. Sign in or learn about subscription options.pp. 253-260
by Yang Zou
Transmission line safety early warning technology based on multi-source data perceptionFull-text access may be available. Sign in or learn about subscription options.pp. 261-264
by Tuo Shen, Xiaolong Liang, Bao Zhang, Guang Yang, Dongye Li, Jiwen Zu, Sihang Pan
A Bootstrapped Transfer Learning Model Based on ResNet50 and Xception to Classify Buildings Post HurricaneFull-text access may be available. Sign in or learn about subscription options.pp. 265-270
by Zijin Wan, Tianyang Gu
Quantum walk based quantum secret sharing in a verifiable frameworkFull-text access may be available. Sign in or learn about subscription options.pp. 271-276
by Changbin Lu, Fuyou Miao, Junpeng Hou, Yu Ning
Revenue-Aware Edge Server Deployment Algorithm in Edge ComputingFull-text access may be available. Sign in or learn about subscription options.pp. 277-280
by Bing Fan, Youdan Shi
Seepage and stability analysis of landslide of Transmission Tower Foundation based on MIDAS simulationFull-text access may be available. Sign in or learn about subscription options.pp. 281-284
by Wenxiong Mo, Weinan Fan, Junxiang Liu, Le Luan, Zhong Xu, Kai Zhou
Research on prediction of tower mechanical response in wind field based on multi-layer perceptronFull-text access may be available. Sign in or learn about subscription options.pp. 285-289
by Wenxiong Mo, Weinan Fan, Junxiang Liu, Le Luan, Zhong Xu, Kai Zhou
Research on Fire Risk Coupling of Petrochemical Enterprises Based on Improved N-K ModelFull-text access may be available. Sign in or learn about subscription options.pp. 290-295
by Qingqing Lv, Haomiao Ning, Kezhen Chen, Jihong Ye
Wellhead Assignment Model and Improved Hungarian Algorithm for Large Scale Cluster Well GroupFull-text access may be available. Sign in or learn about subscription options.pp. 296-299
by Desheng Yue, Yucai Shi, Xuan Chen, Guanghao Shao, Di Chang, Wensheng Zhang
Study on Driving Forces of Agricultural Development in the Zuli River Basin Based on Multiple Regression and Path AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 300-303
by Rui Guo
Simulating Non-Darcy flow by integrating Forchheimer equation with LPF package of MODFLOWFull-text access may be available. Sign in or learn about subscription options.pp. 304-307
by Linxian Huang, Hongqian Chen, Yong Qian, Guoqing Sang, Liting Xing, Henghua Zhu, Hao Liang, Hao Xu
Finite element analysis of stress transfer of circular end concrete filled steel tubular short columns under different loading conditionsFull-text access may be available. Sign in or learn about subscription options.pp. 308-311
by Bing Li, Jin Xie
Finite element analysis and application of the concrete under anchorFull-text access may be available. Sign in or learn about subscription options.pp. 312-318
by Liang Xu, Bingbing Huang, Zhao Li, Bin Wang
Monitoring and finite element analysis of deep horizontal displacement of foundation pit enclosure pile of a subway transfer station during constructionFull-text access may be available. Sign in or learn about subscription options.pp. 319-323
by Wei Sun, Haojie Chen, Bing Li, Yafeng Liu
Animal face classification based on deep learningFull-text access may be available. Sign in or learn about subscription options.pp. 324-330
by Shiwen Han, Qiuxin Gao, Chaoyu Wang, Jiawei Zou
An adaptive learning-based weakly supervised object detection via context awarenessFull-text access may be available. Sign in or learn about subscription options.pp. 331-335
by Xiaoran Zeng, Zhenhua Li, Weidong Zhang
Construction of co-occurrence relationship between pedestrians based on smart face capture cameras’ dataFull-text access may be available. Sign in or learn about subscription options.pp. 336-341
by Shiqi Qu, Yuning Liu, Bingbing Fan
A Research of object detection on UAVs aerial imagesFull-text access may be available. Sign in or learn about subscription options.pp. 342-345
by Xiaozhu Xie, Gang Lu
Analysis of Spatial-temporal Variation Characteristics of Vegetation in the Yellow River Source Region from 1982 to 2019Full-text access may be available. Sign in or learn about subscription options.pp. 346-350
by Siqi Gao, Jun Liu, Guotao Dong, Xiaohui Jiang, Huijuan Yin, Yuxin Lei, Tong Nie
Dynamic change of water surface area in Baiyangdian by MNDWIFull-text access may be available. Sign in or learn about subscription options.pp. 351-357
by Yanan Qi, Hongtao Dou, Haiping Li, Weijia Wang
Time series simulation method of meteorological elements based on ARIMA modelFull-text access may be available. Sign in or learn about subscription options.pp. 358-362
by Qian Wang
Research on flood level forecasting in tidal river based on mixture regressive modelFull-text access may be available. Sign in or learn about subscription options.pp. 363-371
by Lijie Shan, Bin Tang, Yaolan Zhang, Huan Zhou
Analysis of Influences of Height-span ratios Variations on Earth Pressure for High Filled Cut-and-Cover Tunnel Based on the PFC2DFull-text access may be available. Sign in or learn about subscription options.pp. 372-376
by Haobin Hou, Sheng Li, Yongze He, Zhugang You
Face Generation using DCGAN for Low Computing ResourcesFull-text access may be available. Sign in or learn about subscription options.pp. 377-382
by Weichen Liu, Yuxuan Gu, Kenan Zhang
Imageological Examination of Pulmonary Nodule DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 383-386
by Zisen Shao, Guangze Wang, Chengwei Zhou
Research on Cable Defect Recognition Technology Based on Image Contour DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 387-391
by Jia Xie, Tao Sun, JiaQing Zhang, LiangPeng Ye, MingHao Fan, MingZhe Zhu
Security Verification Method of Embedded Operating System Semaphore Mechanism based on CoqFull-text access may be available. Sign in or learn about subscription options.pp. 392-395
by Xi Chen, Lei Qiao, Hongbiao Liu, Zhi Ma, Jingjing Jiang
A Semantic Segmentation Method for Remote Sensing Images based on Deeplab v3Full-text access may be available. Sign in or learn about subscription options.pp. 396-400
by Zhaoyong Qian, Yuhua Cao, Zengkai Shi, Luyi Qiu, Chenguang Shi
Robustness Analysis for VGG-16 Model in Image Classification of Post-Hurricane BuildingsFull-text access may be available. Sign in or learn about subscription options.pp. 401-407
by Haoyang Li, Xinyi Wang
Prediction of Electricity Consumption Based on the Combination of LSTM and LassoLarsFull-text access may be available. Sign in or learn about subscription options.pp. 408-413
by Pan Hu, Liang Bai, Jun Qi, Ruiting Qu, Hailin Gu, Nan Hu
The AlexNet, LeNet-5 and VGG NET applied to CIFAR-10Full-text access may be available. Sign in or learn about subscription options.pp. 414-419
by Xinche Zhang
EMG-Based Gesture Recognition System and Its Hardware ImplementationFull-text access may be available. Sign in or learn about subscription options.pp. 420-428
by Congjie Wang, Shizhen Wang, Xuechen Zhao, Junxi Fang, Mingyuan Zhang
A game-theoretic approach to understand transaction mode selection in electric markets: an evolutionary multi-agent artificial intelligent based algorithmFull-text access may be available. Sign in or learn about subscription options.pp. 429-434
by Ran Ran, Jue Bo, Yubo Liu, Yu Xia, Fei Hu, Nan Hu
Speech Generation by Generative Adversarial NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 435-438
by Yijia Chen
Tibetan lip reading based on D3DFull-text access may be available. Sign in or learn about subscription options.pp. 439-442
by Zhenye Gan, Xinke Yu, Hao Zeng, Tianqin Zhao
Verification Code Recognition Based On Active Learning And Convolutional Neural NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 443-447
by Xingqi Chen
Trajectory prediction of UAV Based on LSTMFull-text access may be available. Sign in or learn about subscription options.pp. 448-451
by Peng Shu, Chengbin Chen, Baihe Chen, Kaixiong Su, Sifan Chen, Hairong Liu, Fuchun Huang
Application of Ensemble Network Architecture Based on Convolutional Neural Network in Image ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 452-455
by Zhuocheng Yu, Zhiqiang Zhang, Kehan Li, Le Wang
Handwriting Recognition Based on Resnet-18Full-text access may be available. Sign in or learn about subscription options.pp. 456-459
by Xiaoran Chi, Shuqi Huang, Jiayu Li
Face Aging using Generative Adversarial NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 460-466
by Junru Hao, Dongyu Li, Hongyu Yan
Different CNNs for Enhancing Post-Hurricane Damage ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 467-470
by Zhao Yang, Shuheng You, Zhengzhong Zhu
Segmentation and Classification: Application of Fully Convolutional Networks and Densely Connected Networks in Melanoma DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 471-477
by He Cai, Dihan Li, Renyu Jiang, Yichao Shen
Comparison and Analysis of Two Cartoon Face RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 478-482
by Zehui Li
Variants and Applications of Generative Adversarial NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 483-486
by Gaohe Cai, Yumeng Sun, Yiwen Zhou
Handwriting Image Recognition Based on a GAN ModelFull-text access may be available. Sign in or learn about subscription options.pp. 487-491
by Yinjie Du, Cin Jip Yau
Detecting Post Hurricane House Damage Using Geographic Information Related Multi-Resource Classification ModelFull-text access may be available. Sign in or learn about subscription options.pp. 492-501
by Yihai Li, Shaotang Gu
Possible usage of computer vision technology for ceramic quality checkFull-text access may be available. Sign in or learn about subscription options.pp. 502-507
by Jin Wang
Energy-Efficient UAV Communication With Trajectory OptimizationFull-text access may be available. Sign in or learn about subscription options.pp. 508-514
by Jianan Yang, Jiajun Chen, Zelong Yang
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