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2021 3rd International Conference on Machine Learning, Big Data and Business Intelligence (MLBDBI)

Dec. 3 2021 to Dec. 5 2021

Taiyuan, China

ISBN: 978-1-6654-1790-7

Table of Contents

[Title page i]Freely available from IEEE.pp. 1-1
[Title page iii]Freely available from IEEE.pp. 1-1
[Copyright notice]Freely available from IEEE.pp. 1-1
Table of ContentsFreely available from IEEE.pp. v-xviii
Preface: MLBDBI 2021Freely available from IEEE.pp. xix-xix
Committee Members: MLBDBI 2021Freely available from IEEE.pp. xx-xx
Reviewers: MLBDBI 2021Freely available from IEEE.pp. xxi-xxiii
Research on Radio Frequency Finerprint Licalization based on Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 1-4
by Zhaoyu Chen
Research on the Stock Return Predictability with Combination of Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 5-10
by Da Zhang, Mengrui Li
Cryptocurrency Price Trend Analysis via Machine Learning MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 11-15
by Jihan Li, Yangqinzhe Xiao, Muhan Yao
Research on Financial Risk Control Algorithm Based on Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 16-19
by Yuhan Zhu
Research on short term stock selection strategy based on machine learningFull-text access may be available. Sign in or learn about subscription options.pp. 20-23
by Yanzheng Ren
Recognition of American Sign Language Gestures Based On Electromyogram (EMG) Signal With XGBoost Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 24-29
by Hanrui Chen, Tianyu Qin, Yuehan Zhang, Biqiang Guan
Traffic Flow Prediction Using Machine Learning MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 30-35
by Hainan Wang, Xuetong Wei, Junyuan Yao, Yue Zhang
Forest Fire Risk Forecast Method with Pseudo Label Based on Semi-supervised LearningFull-text access may be available. Sign in or learn about subscription options.pp. 36-39
by Changning Wei, Chenxu Guo, Wenkai Yan
Film Review Sentiment Classification based on BiGRU and AttentionFull-text access may be available. Sign in or learn about subscription options.pp. 40-45
by PengNa Yang, WenChang Gao, Yi Deng
Construction of Citizens' Fire Quality Evaluation System Based on Miller's Ability Pyramid ModelFull-text access may be available. Sign in or learn about subscription options.pp. 46-52
by Ying Wu
Distributed Multi-Robot Deployment in Dynamic Environments Using Thompson SamplingFull-text access may be available. Sign in or learn about subscription options.pp. 53-59
by Ruizhu Chen
Stock Price Prediction Based on Temporal Fusion TransformerFull-text access may be available. Sign in or learn about subscription options.pp. 60-66
by Xiaokang Hu
Stock Price Prediction using Combined LSTM-CNN ModelFull-text access may be available. Sign in or learn about subscription options.pp. 67-71
by Xinrong Zhou
Bearing fault diagnosis base on multi-scale 2D-CNN modelFull-text access may be available. Sign in or learn about subscription options.pp. 72-75
by Jun Zhang, Yang Zhou, Bing Wang, Ziheng Wu
Design of China's Ancient Silk Road Display System Based on WebXRFull-text access may be available. Sign in or learn about subscription options.pp. 76-79
by Lin Yang, Hou Shu, Wei Song, Ziyao Li
The Impact of Foreign Trade on the Gender Wage Gap Based on Fixed Effects Model and Propensity Score Matching MethodFull-text access may be available. Sign in or learn about subscription options.pp. 80-84
by Yingwei Ma, Zihong Chen, Jijia Zhu
Detection of Metastatic Cancer on Lymph Node Sections with Deep Convolutional Neural NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 85-89
by Yikun Han, Wentao Lin, Mo Zhou
Distributed Multi-robot Multi-target Search in Known EnvironmentsFull-text access may be available. Sign in or learn about subscription options.pp. 90-95
by Xudong Chen, Pengyu Qi, Zi Yang
Beijing Shayan Kite Display System Based on WebVRFull-text access may be available. Sign in or learn about subscription options.pp. 96-99
by Ziyao Li, Hou Shu, Wei Song, Lin Yang
Discovering Symptom Subgroups via Representation Learning and ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 100-103
by Ying Zhang, Hongbo Shi, Suqin Ji
Ionospheric prediction of low latitude airport based on Beidou Navigation SystemFull-text access may be available. Sign in or learn about subscription options.pp. 104-107
by Juebin Dong, Xin Li, Peng Zhou, Xiaoyun Guo, Qingdong Li, Yuankai Li
Multi-Agent simulation modeling of Corona Virus Disease 2019 transmission based on various age groupsFull-text access may be available. Sign in or learn about subscription options.pp. 108-112
by Li-Hu Pan, Ya Su, Hui-Min Yan, Bin-Hone Xie, Fen-vu Yang
NBA Playoff Prediction Using Several Machine Learning MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 113-116
by Nigel Ma
Machine learning analysis and inference of student performance and visualization of data results based on a small dataset of student informationFull-text access may be available. Sign in or learn about subscription options.pp. 117-122
by Haoyang Li, Wenxuan Li, Zihao Zhang, Haobo Yuan, Yunxiang Wan
Credit Default Risk Prediction of Lenders with Resampling MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 123-127
by Tong Chen
Optimization of Gradient Boosting Model for Wine Quality EvaluationFull-text access may be available. Sign in or learn about subscription options.pp. 128-132
by Yizi Liu
Financial Risk Management using Machine Learning MethodFull-text access may be available. Sign in or learn about subscription options.pp. 133-139
by Yixuan Cheng, Qiuran Li, Fengge Wan
The LSTM Model with Error Rectification in Stock Price PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 140-143
by Junxi Li, Zheran Li, Wanning Lei
Handwriting Digit Generation Based on GAN ModelFull-text access may be available. Sign in or learn about subscription options.pp. 144-148
by Mingyang Song, Qisheng Su, Muyang Zhang
Steam Game Discount Prediction Using Machine Learning MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 149-152
by Lingyu Du
Pooling and Convolution Layer Strategy on CNN for Melanoma DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 153-161
by Mingyu Sheng, Hongfan Zeng, Jingnan Li, Wenbo Sun
Mask wearing detection in public places based on YOLOv5Full-text access may be available. Sign in or learn about subscription options.pp. 162-165
by Jinqing Liu, Chao Zhang, Boya Ma, Zixu Wang, Shuai Lei
Application of Deep Learning in Imaging diagnosis of Brain diseasesFull-text access may be available. Sign in or learn about subscription options.pp. 166-175
by Junchen Liang, Zhaoze Wang, Xiangyang Ye
The Application of Deep Learning in Micro-Expression RecognitionFull-text access may be available. Sign in or learn about subscription options.pp. 176-179
by Xinyuan Zhao, Furong Sun, Xunbing Shen
Image Classification and Generation Based on GAN ModelFull-text access may be available. Sign in or learn about subscription options.pp. 180-183
by Han Meng, Fangru Guo
Comparison between traditional model and causal intervention model: A case study baesd on directed acyclic graphFull-text access may be available. Sign in or learn about subscription options.pp. 184-189
by Huaqing Jiang, Xiaohui Yang
Research on Performance Evaluation of University Scientific Research Innovation from the Perspective of Economic Development—Based on DEA-Malmquist ModelFull-text access may be available. Sign in or learn about subscription options.pp. 190-195
by Cunyang Xia, Wenyu He, Zehui Yuan, Juhui Zhao
Researches advanced in Generative Adversarial NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 196-200
by Yilin Lei, Haozhen Wang, Zhiwen Xu
Guangzhou House Price Analysis based on Machine Learning MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 201-206
by Weizheng Liang, Leyu Pan, Jia Sun, Jianuo Wang
Research on Mission Success Model of Repairable Voting System with RCCF and Markov processFull-text access may be available. Sign in or learn about subscription options.pp. 207-211
by Xiaoying Huang, Dongliang Yin
Human Pose Estimation Based on GAN and DCGAN ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 212-215
by Jiaming Ma, Jiaqi Li, Shenglu Feng
A Comparative Study on SSE 50 Index Prediction Based on ARIMA Model and LSTM Neural NetworkFull-text access may be available. Sign in or learn about subscription options.pp. 216-219
by Jianlong Hao, Xia Li, Yali Lv, Ning Xiao
Human Posture EstimationFull-text access may be available. Sign in or learn about subscription options.pp. 220-234
by Yifan Fang, Zeyu Han, Zheyu Hu, Zhuoer Wang
Indentification of autism spectrum disorder based on an improved convolutional neural networksFull-text access may be available. Sign in or learn about subscription options.pp. 235-239
by Canhua Wang
Multi-camera System Calibration of Indoor Mobile Robot Based on SLAMFull-text access may be available. Sign in or learn about subscription options.pp. 240-244
by Ying Zhu, Yuxin Wu, Yawan Zhang, Fukang Qu
Multiplicative Weight for Sparse Generalized Linear ModelFull-text access may be available. Sign in or learn about subscription options.pp. 245-248
by Qianlong Cai, Ziyiyang Wang, Shuting Xie, Siting Deng
Research on the Purchase Intention for Electric Vehicles via Machine Learning MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 249-253
by Qianqian Wei, Yating Pan
Aspect-level Sentiment Analysis based on BERT Fusion Multi-moduleFull-text access may be available. Sign in or learn about subscription options.pp. 254-259
by WenRui Wang, Qiang Li, JianMin Huang, XueRong Wang, Jin Yu Zhao, CongCong Li
Analysis of Flight Delay and Cancellation Prediction Based on Machine Learning ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 260-267
by Zhan Shu
Covid-19's Impact On The Airline Industry In The US Stock Market Based on the Regression ModelFull-text access may be available. Sign in or learn about subscription options.pp. 268-273
by Yi Zheng, Jianan Xie, Hanfei Yu, Nuan Song
Stock Price Prediction with Long-short Term Memory ModelFull-text access may be available. Sign in or learn about subscription options.pp. 274-279
by Runyu Wang, Zhengyu Zuo
Decision Trees for Objective House Price PredictionFull-text access may be available. Sign in or learn about subscription options.pp. 280-283
by Zhishuo Zhang
COVID-19 Influence: A General Analysis using Machine Learning MethodsFull-text access may be available. Sign in or learn about subscription options.pp. 284-290
by Yanxiong Chen, Zixuan Mi, Zaichu Xiao, Yunqi Zhang
Based on natural language processing of Marine brigade recommended researchFull-text access may be available. Sign in or learn about subscription options.pp. 291-296
by Muyuan Wu, Yulu Qu, Jingting Zhou, Mengyan Xu, Jinmei Shi
Prediction of Students' Employment Prospect Based on GBDT Algorithm ModelFull-text access may be available. Sign in or learn about subscription options.pp. 297-300
by Chang Liu, Zhengang Wei
Integration of Complex System Simulation and Data MiningFull-text access may be available. Sign in or learn about subscription options.pp. 301-304
by Fa Zhang
Unsupervised Domain-Adaptive Image Classification Algorithm Incorporating Generative Adversarial NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 305-310
by Baiqiang Gan, Qiuping Dong
Research on health analysis and prediction algorithm of coal mine underground systemFull-text access may be available. Sign in or learn about subscription options.pp. 311-315
by Longfei Lian
Big Data Acquisition, Integration, and Practices on Income Level Analysis From Socioeonomic StatusFull-text access may be available. Sign in or learn about subscription options.pp. 316-323
by Dingqi Chen
Research on Enterprise Information Security and Privacy Protection in Big Data EnvironmentFull-text access may be available. Sign in or learn about subscription options.pp. 324-327
by Juan Du
Research on the Algorithm with or without Anchor FrameFull-text access may be available. Sign in or learn about subscription options.pp. 328-332
by Meijun Zheng, Yimin Tian, Shuai Yang, Yunfei Du, Hongmei Chen, Fangfang Song, Xue Gao, Jian Hou
Application of big data technology and Virtual Reality Technology in the Treatment of Mental DiseasesFull-text access may be available. Sign in or learn about subscription options.pp. 333-336
by Zehua Guo, Jiale Li, Fei Li, Keque Zhu
Clustering Ensemble of Massive Data Based on Trusted RegionFull-text access may be available. Sign in or learn about subscription options.pp. 337-340
by Suqin Ji, Ruowei Xing
Globalization and income inequality: A comparative study of panel data approach for the EU countriesFull-text access may be available. Sign in or learn about subscription options.pp. 341-349
by Yijin Cai, Jiachen Shi, Xuefei Ma, Lan Xiao
Research on Automatic Online Analysis Method of Data Hotness in Big Data ScenarioFull-text access may be available. Sign in or learn about subscription options.pp. 350-354
by Jiahao Xu, Ying Song, Bo Wang
A Study on College Students' Explicit and Implicit Attitudes Towards the DisabledFull-text access may be available. Sign in or learn about subscription options.pp. 355-358
by Bihong Li, Lan Luo
Multi-scale selection pyramid networks for small-sample target detection algorithmsFull-text access may be available. Sign in or learn about subscription options.pp. 359-364
by Hao Peng, Xiaoming Li
Visual Analysis Of Data Sharing Research Hotspots In China Based On CiteSpaceFull-text access may be available. Sign in or learn about subscription options.pp. 365-368
by Chaohong Liu, Yue Huang
An image translation algorithm based on Generative Adversarial NetworksFull-text access may be available. Sign in or learn about subscription options.pp. 369-373
by Ruiying Chen, Long Liu, Zhuo Luo
A Scheme of Relational Database Desensitization Based on Paillier and FPEFull-text access may be available. Sign in or learn about subscription options.pp. 374-378
by Miao Wu, Jun Huang
Empirical Analysis of Sentencing for Crimes of Infringing Citizens' Personal Information Based on SPSSFull-text access may be available. Sign in or learn about subscription options.pp. 379-384
by Zhou Xu, Shujun Yan, Zhuling Pan
Research on User Classification Method of Electricity Market Based on K-meansFull-text access may be available. Sign in or learn about subscription options.pp. 385-390
by Li Liu, Han Li, JiaXuan Yang, ZiLong Yuan
Research on Raw Material JIT Procurement for Prefabricated Components Based on LMSMBOA AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 391-397
by Dengyu Zhao, Heping Wang, Mengkai Chen
Multi-task Learning Combined with RL-based Weight Search and MC DropoutFull-text access may be available. Sign in or learn about subscription options.pp. 398-401
by Sicong Liang, Jing Luo, Rongquan Yang
Analysis of Scholars' influence evaluation Based on Data collection and integration in the Context of Big Data: –– Taking the Hospital Scientific Research Output Database as an ExampleFull-text access may be available. Sign in or learn about subscription options.pp. 402-407
by Xin Cheng, YiFan Zhao
Advanced Object Detection Algorithms and Its Application Based on Deep LearningFull-text access may be available. Sign in or learn about subscription options.pp. 408-415
by Bohan Ma, Chengyu Zheng, Zhuowen Zheng
Density Peaks Clustering Algorithm for Large-scale Data Based on Divide-and-Conquer StrategyFull-text access may be available. Sign in or learn about subscription options.pp. 416-419
by Yining Wang
Research on The Application of Blockchain in The Supply Chain From The Perspective of Big DataFull-text access may be available. Sign in or learn about subscription options.pp. 420-424
by Zhifeng Shen, Zhun Li
An Approach and Implementation for Knowledge Graph Construction and Q&A SystemFull-text access may be available. Sign in or learn about subscription options.pp. 425-429
by Zehan Li, Qianqiao Xu, Wenyue Zhang, Tianze Zhang
A method for predicting the airworthiness of emergency repair UAVs based on real-time environmental dataFull-text access may be available. Sign in or learn about subscription options.pp. 430-434
by Yu-Yu CHEN, Peng-Fei XIA, Zhong-Liang ZHANG
Application research of telemedicine combined with 5G in the era of big dataFull-text access may be available. Sign in or learn about subscription options.pp. 435-438
by XiaoLi Chang, YaMing Han, Wei Jia, Ning Xiao
Research on the Development Countermeasures of Smart Logistics Park in Central and Western Regions Based on Big DataFull-text access may be available. Sign in or learn about subscription options.pp. 439-443
by Chengguo Shang, Yingjian Li
Investigation of Susceptible Characteristics in Network MLM and Big Data PreventionFull-text access may be available. Sign in or learn about subscription options.pp. 444-447
by Wenqun Ao, Furong Sun, Zhencai Chen
Using Python to Study Reader Reception of English Translations of MenciusFull-text access may be available. Sign in or learn about subscription options.pp. 448-452
by Hui Liu, Shihong Liu, Ye He
Online and Offline Hybrid Teaching Reform of college English Based on Big DataFull-text access may be available. Sign in or learn about subscription options.pp. 453-458
by Na Gao
The New Models of Financial Industry Development under the Background of Big DataFull-text access may be available. Sign in or learn about subscription options.pp. 459-462
by Junhao Yang
An Online Active Multi-label Classification Algorithm Based on a Hybrid Label Query StrategyFull-text access may be available. Sign in or learn about subscription options.pp. 463-468
by Kailun Gong, Tingting Zhai
Research on the Relationship Between Big Data Management, Informatization and Enterprise Performances of Textile and Garment Enterprises under the Background of Digital EconomyFull-text access may be available. Sign in or learn about subscription options.pp. 469-472
by JingXuan Liang
Architecture Design of Typical Target Detection and Tracking System in Battlefield EnvironmentFull-text access may be available. Sign in or learn about subscription options.pp. 473-477
by Jianauan Bi, Guohui Zhang, Chaohong Yang, Liya Jin, Wei Zhang
Research on the Defogging Algorithm Based on Image EnhancementFull-text access may be available. Sign in or learn about subscription options.pp. 478-481
by Xue Gao, Yimin Tian, Fangfang Song, Shuai Yang, Meijun Zheng, Qingxin Yang
UAV Dynamic Tracking Algorithm Based on Deep learningFull-text access may be available. Sign in or learn about subscription options.pp. 482-485
by Sifan Chen, Haoran Yang, Ang Zhang, Baihe Chen, Peng Shu, Jin Xiang, Chen Lin
Multi-task Learning Based on Multiple Data Sources for Cancer DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 486-491
by Siyi Hong
Transformation between Effect Sizes in Meta-analysisFull-text access may be available. Sign in or learn about subscription options.pp. 492-499
by Jiaqi Wu
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