Vol. 4 (2022): 2022 International Conference on Software, Data Processing and Information Technology (SDPIT 2022)

View Vol. 4 (2022): 2022 International Conference on Software, Data Processing and Information Technology (SDPIT 2022)

May 14-15, 2022 | Shenyang City, China

Editors: Huajun Liu, Ingrid Sonmerfield

ISBN: 978-1-62437-511-8

Published: 26-07-2022

Preface

  • 2022 International Conference on Software, Data Processing and Information Technology (SDPIT 2022)

    Huajun Liu, Ingrid Sonmerfield
    I
    DOI: https://doi.org/10.54097/hset.v4i.644

Articles

  • Study on Migration Path of Climate Refugees Based on Grey Prediction and Analytic Hierarchy Process

    Taiyu Wang, Stephanie Sue Caballero Spaeth
    1-6
    DOI: https://doi.org/10.54097/hset.v4i.838

  • Heartbeat Signal Classification via Ensemble Learning

    Feihong Hong
    7-17
    DOI: https://doi.org/10.54097/hset.v4i.839

  • Theoretical Analysis and Strategy Research of Desert Travel Model

    Junyi Wang, Yang Chenmiao Cui, Chengming Xiao
    18-24
    DOI: https://doi.org/10.54097/hset.v4i.840

  • Research on Trading Strategy Based on Machine Learning

    Haolun Wu, Jiongkai Ye, Chenyi Wang
    25-33
    DOI: https://doi.org/10.54097/hset.v4i.841

  • Effect of Two Ergonomic Designs for Shuttlecock Buckets

    Jiazheng Gao
    34-39
    DOI: https://doi.org/10.54097/hset.v4i.842

  • Research on stock index forecasting based on ARIMA-GARCH and SVM mixed model

    Xin Cao, Ziqing Zhao
    40-46
    DOI: https://doi.org/10.54097/hset.v4i.843

  • Research on Quantitative Trading Decision Based on BP Neural Network and Circular Decision Model

    Haoyang Wu, Yizhe Zhang, Xiaohui Zhong
    47-54
    DOI: https://doi.org/10.54097/hset.v4i.844

  • Modeling and Analysis of Metrics for Quantitative Investment

    Yi Su, Yumeng Zhang
    55-59
    DOI: https://doi.org/10.54097/hset.v4i.845

  • Optimal Programming of Cyclist Power Allocation Based on Genetic Algorithm

    Jingjing Zhao, HuiXiang Dai
    60-66
    DOI: https://doi.org/10.54097/hset.v4i.846

  • Research on the Factors Influencing the Strength of Cyclists

    Dashuang Ji, Xiaoshuang Ji
    67-73
    DOI: https://doi.org/10.54097/hset.v4i.847

  • Asteroid Mining Impact Prediction Model

    Xingao Xing, Shuchang Jiao, Ding Zhu, Yongzhe Zhang, Jiejie Tang
    74-80
    DOI: https://doi.org/10.54097/hset.v4i.848

  • Predict the Future Price Movements of Gold and Bitcoin Based on The Long Short-Term Memory Neural Network Model

    Jinchen Wu, Yihan Gao, Wenyu Wu
    81-87
    DOI: https://doi.org/10.54097/hset.v4i.849

  • Research on Marketing Strategy of Electric Vehicle Based on Bayesian Processing and Natural Language Analysis

    Chengyi Cao
    88-93
    DOI: https://doi.org/10.54097/hset.v4i.850

  • Research on Data Governance for Maximizing Enterprise Efficiency

    Hexin Zhuang, Yiding Li, Ruichun Zhang
    94-101
    DOI: https://doi.org/10.54097/hset.v4i.851

  • Research on Resource Evaluation Mapping and Asteroid Mining Based on HFSE Model and Entropy Weight Method

    Xinyuan Xiao, Zheng Zhong, Jun Shao
    102-110
    DOI: https://doi.org/10.54097/hset.v4i.852

  • Research on The Comprehensive Planning Model of Gold and Bitcoin

    Sidi Rong, Tianyou Sun, Dai Hui
    111-117
    DOI: https://doi.org/10.54097/hset.v4i.853

  • Development of Compliant Control Technology in Space Capture

    Qingdu Tan, Haotian Wei
    118-122
    DOI: https://doi.org/10.54097/hset.v4i.854

  • Carbon Sequestration Model Based on Multiple Linear Regression

    Yuan Wang
    123-128
    DOI: https://doi.org/10.54097/hset.v4i.855

  • Construction of Power Grid Stability Analysis System Based on Stochastic Process Theory

    Ding Jiang
    129-135
    DOI: https://doi.org/10.54097/hset.v4i.856

  • Trading Prediction Model and Strategy Formulation Based on Grey System

    Fulin Li, Shuai Liu, Rusong Chen
    136-141
    DOI: https://doi.org/10.54097/hset.v4i.857

  • An Optimized Model for the Approximate Iterative Adjustment of the "FAST" Active Reflector

    Xinyu Zhang, Yibo Yang, Yuxuan Han, Yongye Hu, Shengqi Peng, Zihan Liu
    142-146
    DOI: https://doi.org/10.54097/hset.v4i.858

  • Measurement and Analysis of Regional Inclusive Finance Composite Index Based on Contribution Analysis

    Guangye Yang
    147-156
    DOI: https://doi.org/10.54097/hset.v4i.859

  • A Study on the Impact of China's Digital Inclusive Finance on Green Finance in Guangdong Province Based on ANN-MLP Algorithm

    Yingwei Ma, Zihong Chen, Jijia Zhu
    157-166
    DOI: https://doi.org/10.54097/hset.v4i.860

  • Forest System Comprehensive Evaluation Model

    Xiong Liu, Zehua Yang, Fengyi Zan, Chi Wu, Peiyu Qin
    167-171
    DOI: https://doi.org/10.54097/hset.v4i.861

  • Research on Quantitative Trading Investment Strategy Based on LSTM and Dynamic Programming

    Jiayuan Mao, Kexin Wang, Wei Zhao, Ningning Liu, Youyu Wang, Wei Fan
    172-178
    DOI: https://doi.org/10.54097/hset.v4i.862

  • Sentiment Analysis on Power Rationing Micro Blog Comments Based on SnowNLP-SVM-LDA Model

    Bingqian Zhou, Yuhan Zhu, Xiabing Mao
    179-185
    DOI: https://doi.org/10.54097/hset.v4i.863

  • Global equity analysis of asteroid mining based on RCSS

    Xuanxuan Li, Yiwei Zhu, Kangyan Wang
    186-191
    DOI: https://doi.org/10.54097/hset.v4i.864

  • An improved multi-objective grey target decision model for corporate decision making

    Zixi Ni, Mengjiao Bai, Haojie Dong
    192-205
    DOI: https://doi.org/10.54097/hset.v4i.865

  • Dynamic Scheduling Strategy for Multiple AGVs based on 0-1 Planning Model

    Bo Yang, Haoyu Wang, Xiangwen Tong, Wanghao Duan
    206-210
    DOI: https://doi.org/10.54097/hset.v4i.866

  • Study of 0-1 backpack planning based on simulated annealing algorithm and greedy algorithm for base station coverage and clustering problems

    Wenjun Ge, Yu Li, Fuqiang Shao, Hangwei Zhong, Shuzhen Zhang
    211-216
    DOI: https://doi.org/10.54097/hset.v4i.867

  • Base Station Location Modeling and Signal Coverage Optimal Design Based on Genetic Algorithm

    Yongqi Li, Peigen Peng
    217-223
    DOI: https://doi.org/10.54097/hset.v4i.868

  • Pedestrian Recognition System of Wild Scene Video Streaming Based on Convolutional Neural Network

    Keer Song
    224-235
    DOI: https://doi.org/10.54097/hset.v4i.908

  • Site Selection Planning of Urban Base Station

    Donghe Chen, Fei Zhao, Kun Huang, Jiarui Feng, Jingtian Tang
    236-242
    DOI: https://doi.org/10.54097/hset.v4i.909

  • Research on automatic parking based on A* search algorithm

    Guanzhong Wang, Sirui Deng, Xuefeng Tang
    243-250
    DOI: https://doi.org/10.54097/hset.v4i.910

  • A multi-ecological complex fungal growth prediction model based on Cellular Automata and interval estimation

    Runyu Zhang, Wenhao Lu, Wenduo Zhang
    251-257
    DOI: https://doi.org/10.54097/hset.v4i.911

  • A model for measuring D&A systems and their applications

    Xiaochen Shi, Ruini Jiang, Jinyuan Li, Quzuo Jike, Cong Lei
    258-264
    DOI: https://doi.org/10.54097/hset.v4i.912

  • Research Based on vehicle exhaust emission estimation

    Xiusheng Xu, Laixin Zhang, Tianyi Tang
    265-272
    DOI: https://doi.org/10.54097/hset.v4i.913

  • Pulmonary inflammation region detection algorithms based on deep learning: a review

    Tianqi Fang, Xuanyu He, Lizhe Xu
    273-279
    DOI: https://doi.org/10.54097/hset.v4i.914

  • Allocation and Scheduling of the Colorado River System

    Ziyang Zhang, Kaisheng Wang, Ruifeng Zeng
    280-286
    DOI: https://doi.org/10.54097/hset.v4i.915

  • Research on optimal parking trajectory based on parking planning model

    Yu Xia, Yunfan Wang, Haotian Zhu, Zhirui Liu
    287-295
    DOI: https://doi.org/10.54097/hset.v4i.916

  • Convolution Neural Network Method for Skin Cancer Diagnosis: Comparison and Improvement

    Xiang Li, Jiazhi Pang, Jiahui Meng, Jiahui Meng, Jiale Zhang
    296-303
    DOI: https://doi.org/10.54097/hset.v4i.917

  • Improving the Pulmonary Nodule Classification Based on KPCA-CNN Model

    Peichen Jiang
    304-312
    DOI: https://doi.org/10.54097/hset.v4i.918

  • Transfer Learning in Brain Tumor Detection: from AlexNet to Hyb-DCNN-ResNet

    Zhuodiao Kuang
    313-324
    DOI: https://doi.org/10.54097/hset.v4i.919

  • The Compression Techniques Applied on Deep Learning Model

    Haoyuan He, Lingxuan Huang, Zisen Huang, Tiantian Yang
    325-331
    DOI: https://doi.org/10.54097/hset.v4i.920

  • Analysis of Pruning Optimization Technology Based on Deep Learning

    Tian Qin, Jiang Zhang, Xihua Zhu
    332-338
    DOI: https://doi.org/10.54097/hset.v4i.921

  • Analysis on Lightweight Network Methods and Technologies

    Xirui Liu
    339-348
    DOI: https://doi.org/10.54097/hset.v4i.922

  • Analysis on Security and Privacy-preserving in Federated Learning

    Jipeng Li, Xinyi Li, Chenjing Zhang
    349-358
    DOI: https://doi.org/10.54097/hset.v4i.923

  • Research on Communication Site Planning and Regional Clustering Based on Optimal Multivariate Optimization Model

    Yanliang Chen, Haoyan Pei, Yan Pei, Tongyan Li
    359-367
    DOI: https://doi.org/10.54097/hset.v4i.924

  • Prediction of Electric Load Neural Network Prediction Model for Big Data

    Xinhao He
    368-375
    DOI: https://doi.org/10.54097/hset.v4i.925

  • Numerical simulations of internal flow fields in a nozzle with liquid fertilizer deep machinery

    Jihua Yang, Fanke Kong
    376-383
    DOI: https://doi.org/10.54097/hset.v4i.1029

  • Application research of intelligent Internet of things technology in industrial engineering in intelligent manufacturing

    Qingquan Gao
    384-390
    DOI: https://doi.org/10.54097/hset.v4i.1030

  • Research on Enterprise Raw material ordering and Transportation process based on Multi-objective programming and Machine Learning algorithm

    Jiawei Yao, Ziwei Men, Chengyu Xu, Binbing Wu, Tao Zhou, Wenjun Hu
    391-399
    DOI: https://doi.org/10.54097/hset.v4i.1031

  • Wine Type Classification Using Random Forest Model

    Yiyang Cao, Haoyu Chen, Bochun Lin
    400-408
    DOI: https://doi.org/10.54097/hset.v4i.1032