Vol. 107 (2024): 3rd International Conference on Applied Mathematics, Modeling Simulation and Automatic Control (AMMSAC 2024)

View Vol. 107 (2024): 3rd International Conference on Applied Mathematics, Modeling Simulation and Automatic Control (AMMSAC 2024)

June 22-23, 2024 | San Diego, USA

Editors: Emmanuel Haggai, Yingke Han

ISBN: 979-8-89183-080-6

Published: 15-08-2024

Preface

  • Preface: 3rd International Conference on Applied Mathematics, Modeling Simulation and Automatic Control (AMMSAC 2024)

    Emmanuel Haggai, Yingke Han
    I
    DOI: https://doi.org/10.54097/9h8rq681

Articles

  • Prediction of Diabetes Mellitus based on Logistic Regression and Random Forest

    Dingkang Qian
    1-6
    DOI: https://doi.org/10.54097/qp5wm541

  • Research on the Influencing Factors of Heart Disease based on Binary Logit Regression

    Yinuo Cheng, Haiyang Liang, Xirui Ma, Zizhou Yang
    7-13
    DOI: https://doi.org/10.54097/86v3ha27

  • Early Diagnosis of Parkinson's Disease based on XGBoost Algorithm and Logistic Regression

    Jianbang He, Jiyue Zhang
    14-22
    DOI: https://doi.org/10.54097/r3rttj57

  • Strategy for Water Level Control Based on Prediction Control Feedback Model

    Ruiyang Ma, Ling Jiang, Chenye Hong
    23-36
    DOI: https://doi.org/10.54097/0dh8hv04

  • Research on short-term passenger flow prediction of urban rail transit based on ARIMA algorithm

    Zhihan Liao
    37-44
    DOI: https://doi.org/10.54097/5sx1j906

  • Research on the Relationship between Stock Price and Financial Indicators using Ordinary Least Squares Model

    Yaodeng Yang
    45-51
    DOI: https://doi.org/10.54097/dh6kv053

  • Research on the Impact of Population Aging on China’s GDP and Its Composition based on Multiple Linear Regression

    Yuanzhong Chen, Yuye Jin, Wanxin Li
    52-59
    DOI: https://doi.org/10.54097/1s5wdx67

  • Research on Influencing Factors of Domestic Tourism Revenue based on Multiple Linear Regression Analysis

    Zining Yan, Hongbo Zhou
    60-64
    DOI: https://doi.org/10.54097/bkqr3p23

  • Research on Influencing Factors of Video Game Sales using Binary Logistic Regression

    Mingze Song
    65-70
    DOI: https://doi.org/10.54097/dz307b45

  • Research on the Influencing Factors of Online Mobile Phone Sales using Linear Regression

    Chutong Huang, Yixuan Liu, Enqi Zhou
    71-75
    DOI: https://doi.org/10.54097/8v11ea21

  • Application Analysis of Machine Learning Models in Credit Risk

    Shiyi Liu
    76-81
    DOI: https://doi.org/10.54097/6qm0dk77

  • Research on Housing Price Prediction Based on Machine Learning

    Zirui Huang
    82-87
    DOI: https://doi.org/10.54097/5811g474

  • Financial Crisis Analysis and Prediction in Africa using Machine Learning and Statistical Learning Methods

    Junda Chen
    88-95
    DOI: https://doi.org/10.54097/r7f8qh87

  • A Comparative Study of House Price Prediction Using Linear Regression and Random Forest Models

    Yahan Fu
    96-103
    DOI: https://doi.org/10.54097/vcy5n584

  • The Situation and Prediction of Air PM2.5 Pollution in Shanghai

    Jingheng Gu
    104-109
    DOI: https://doi.org/10.54097/xbx69e53

  • Forest Cover Type Prediction Based Linear Regression

    Xiaoyu Gao
    110-116
    DOI: https://doi.org/10.54097/8btfp593

  • Stock Price Prediction: A Comparative Study of Random Forest and LSTM Models

    Xun Wang
    117-123
    DOI: https://doi.org/10.54097/70a8b947

  • Walmart Sales Prediction Using Multiple Linear Regression

    Anting Lin
    124-129
    DOI: https://doi.org/10.54097/my1nfb95

  • The Bank Conducts Credit Evaluation on Credit Holders

    Ye Zeng
    130-136
    DOI: https://doi.org/10.54097/bjabrh26

  • Research on the Influencing Factors of Depression and Anxiety Based on Anxiety dataset

    Yijie Kong
    137-142
    DOI: https://doi.org/10.54097/x4s99h50

  • Application of Machine Learning in Stock Price Analysis

    Xi Zhang
    143-149
    DOI: https://doi.org/10.54097/tjhsx998

  • Research on the Ways to Win in a Simple Poker Game

    Anqi Xu
    150-156
    DOI: https://doi.org/10.54097/hkat8b41

  • Application of Bayesian Methods to Epidemics

    Tongfei Tian
    157-165
    DOI: https://doi.org/10.54097/yh62k961

  • Quantifying Momentum in Tennis: A Case Study of the 2023 Wimbledon Gentlemen’s Final

    Xin Lyu
    166-172
    DOI: https://doi.org/10.54097/79n8c895

  • Automatic Pricing and Replenishment Decision for Vegetable Products Based on Multiple Linear Regression

    Yongyue Yu, Qingkun Du, Xiaochen Zhang
    173-179
    DOI: https://doi.org/10.54097/jz3nh111

  • Dual-channel Strategy Selection in Multinational Supply Chain in E-Commerce

    Haoran Zhu
    180-188
    DOI: https://doi.org/10.54097/b6jwhp32

  • Titanic Survival Prediction Based on Machine Learning Algorithms

    Yuming Zhang
    189-195
    DOI: https://doi.org/10.54097/mwkr1a24

  • Lamprey gender ratio study based on delayed modeling of resource availability changes

    Jiaming Li, Kewen Qiu, Ziheng Ouyang
    196-201
    DOI: https://doi.org/10.54097/b445gj42

  • Implications for Nash Equilibrium in Intelligent Transportation Systems and Allocation of Scarce Medical Resources

    Ziyi Zong
    202-208
    DOI: https://doi.org/10.54097/63x0q214

  • Study on Illegal Trade in Wildlife Based on AHP and ARMI-Intervention-SVR Series Models

    Yingping Tang, Xinle Wang, Mingle Chen
    209-217
    DOI: https://doi.org/10.54097/dw12na72

  • A study of lamprey populations on ecosystem stability based on Lotka-Volterra modeling

    Hao Lu, Bingchen Qiu, Zhiyuan Chen
    218-223
    DOI: https://doi.org/10.54097/mhyd4f64

  • Analysis of Principles and Applications of Chaos Theory

    Jiarong He
    224-232
    DOI: https://doi.org/10.54097/kjjn4857

  • Analysis of Two Game Theory Models: Cournot Model and Stackelberg Model

    Jiefu Gao
    233-244
    DOI: https://doi.org/10.54097/b43vxw93

  • A Glance of China’s National Oil Companies’ Strategies through Game Theory: CNPC, CNOOC, and Sinopec

    Menghan Li
    245-249
    DOI: https://doi.org/10.54097/64fhe266

  • Evaluation of Uncertainty in Cylindricity Measurement based on Coordinate Measuring Machine

    Yi Yang, Tao Wang, Yuzhou Chang, Wei Zhang, Mengcheng Cao
    250-253
    DOI: https://doi.org/10.54097/hdswsh52

  • Evaluation of Uncertainty in Linear Plane Angle Measurement based on Coordinate Measuring Machines

    Yi Yang, Tao Wang, Yuzhou Chang, Wei Zhang
    254-258
    DOI: https://doi.org/10.54097/3gya0s44

  • Enhanced Feynman-Kac Formula for Nonlinear Uncertainty Quantification Problems

    He Xu, Xueting Li, Wendi Cai
    259-267
    DOI: https://doi.org/10.54097/ej17cr76

  • Tennis Match Trend Prediction Based on LSTM

    Yichen Jiang, Chuansen Yuan
    268-275
    DOI: https://doi.org/10.54097/tbbaaz14

  • Submersible Position Prediction Model Based on HMM and Six Degrees of Freedom Motion

    Shaobo Yuan, Jiaxu Chen
    276-283
    DOI: https://doi.org/10.54097/kbcmd345

  • Performance Evaluation and Analysis in Tennis: A Case Study of Wimbledon 2023 Final

    Yilei Wang, Chengyu Zhang, Chengyu Zhang, Gulinisha Yiming , Yening Yu
    284-292
    DOI: https://doi.org/10.54097/j09e1c38

  • Analyzing Tennis Match Momentum: Factor Analysis of Player Performance in the 2023 Wimbledon Men's Singles Tournament

    Shaohang Chen, Jiacheng Chen, Jinzhi Li, Lei Li, Bo He
    293-299
    DOI: https://doi.org/10.54097/j0p4m572

  • Race momentum analysis prediction based on wavelet neural networks

    Jiale Hu
    300-308
    DOI: https://doi.org/10.54097/ycyt2n28

  • A Study on Cargo Volume Prediction and Staff Scheduling Based on Support Vector Regression Model and Integer Planning

    Yishan Wu
    309-315
    DOI: https://doi.org/10.54097/4mkm0652

  • Analysis of Wimbledon men's final based on entropy weight method and gray correlation degree

    Wenyu Yan, Haotian Wu, Yi Wei, Zhongshuai Wang, Junhua Lv
    316-322
    DOI: https://doi.org/10.54097/3vgv5x15

  • A Study on Short-Term Traffic Flow Prediction Based on Random Forest Regression

    Jiong Wu
    323-331
    DOI: https://doi.org/10.54097/tv6vfy08

  • An Exploration of Momentum Changes in Tennis Players Based on CART Decision Regression Trees

    Junjie Huang, Qiwei Li, Lisha Luo
    332-337
    DOI: https://doi.org/10.54097/mx7jdq12

  • Player Momentum Analysis in Tennis Match Based on Wavelet Analysis

    HuaZhou Xu, YiHang Du, LiMin Zhang
    338-350
    DOI: https://doi.org/10.54097/2z0ccd06

  • Optimization Model of Multibeam Line Placement Based on Geometric Relationship and Planning Solution

    Gefei Li, Shujiao Wang
    351-360
    DOI: https://doi.org/10.54097/65pssc81

  • A Statistical and Machine Learning Based Study of Ecological Impacts in Lamprey

    Qianran Li, Sirong Zhao, Siyu Jie
    361-368
    DOI: https://doi.org/10.54097/3ypz4984

  • Momentum Prediction Model Combining Markov Chain And MLP

    Anqi Xing, Jiaye Xu, Haoxin Chen
    369-375
    DOI: https://doi.org/10.54097/wbvghq46

  • Optimization Study of Space Utilization Rate of Lake Sheep Based on Spatial Planning Model

    Mengqian Zhao, Tianci Zhang, Wei Wu
    376-382
    DOI: https://doi.org/10.54097/vfqe0j74

  • Cauchy Mean Value Theorem in Hyperbolic Plane

    Yiyang He, Lanxin Liu
    383-389
    DOI: https://doi.org/10.54097/n7rb7j50

  • Research On Cargo Volume Prediction at Sorting Centers Based on Multiple Machine Learning Models

    JieBo Xing, YiFei Zhang
    390-399
    DOI: https://doi.org/10.54097/97jzdp94

  • Integrative Spatial Modeling for Ecosystem Management: A Case Study in Maasai Mara

    Zhuchang Gu, Weiyi Sun, Ruilang Li
    400-408
    DOI: https://doi.org/10.54097/dw5w9p05

  • Design And Research on Machining Orientation Control Based on Five Axis CNC Machine Tools

    Hualiang Li
    409-416
    DOI: https://doi.org/10.54097/5cwa4e57

  • Study On River Regulation and Emergency Management Based on SARIMA And Dam Control Models

    Yihuai Zhang, Kenuo Li
    417-424
    DOI: https://doi.org/10.54097/ekgcnm79

  • Predicting The Position of a Submarine Based on A Dynamic Model

    Xitong Pang, Yongtao Cui, Jianming Feng, Mei He
    425-432
    DOI: https://doi.org/10.54097/xpbt8m86

  • Classification Prediction of Underwater Navigation Fitness Zones Based on BP Neural Network Modeling

    Zichen Zhao, Zhaojun Gu, Shang Gao
    433-440
    DOI: https://doi.org/10.54097/gz15bf10

  • Research On Water Level Control of The Great Lakes Based on Fuzzy Control Algorithm

    Quan Chen, Yisheng Li, Rongkun Li
    441-447
    DOI: https://doi.org/10.54097/g1ffsr61

  • Speech Recognition Classification Leveraging a Spiking Neural Network Training Algorithm Based on Tempotron

    Erbin Ma, Wenxin Ge, Chongxuan Xiao
    448-462
    DOI: https://doi.org/10.54097/a4zpjb24

  • Research On Momentum Evaluation in Tennis Competitions Based on Entropy Weight Method and TOPSIS Method

    Andi Sun, Xinping Chen, Jinyang Cheng
    463-468
    DOI: https://doi.org/10.54097/0nmf2b85

  • A Study on Maximizing Insurance Company Profits under Extreme Weather Events Based on an Optimization Model

    Kaiduo Wen, Zuyu Li , Jiayi Zhu
    469-476
    DOI: https://doi.org/10.54097/h30c0724

  • Changes in the Sex Ratio of Species Based on the Lotka-Volterra Equation

    Junjie Tong
    477-486
    DOI: https://doi.org/10.54097/6sgrpx87

  • Study on Illegal Wildlife Trade Based on Gray Prediction and TOPSIS Methods

    Yulin Yang , Hongjiang Zhang , Zhongyang Xia
    487-496
    DOI: https://doi.org/10.54097/q729q820

  • Dynamic Network Modeling of Optimal Water Level Control Based on RMOBM and DMOWN

    Yuke Li, Keyu Chen, Zhuojun Zhao
    497-505
    DOI: https://doi.org/10.54097/gnsjmh62

  • Research On the Factors That Affect the Pricing of Healthcare Insurance

    Zewei Tang, Xiaoxuan Wang
    506-513
    DOI: https://doi.org/10.54097/8t5gqz02

  • Game Theory in Medical Aesthetics Industry: Evidence from Consultation and Plastic Surgery Department

    Chenwei Wan
    514-519
    DOI: https://doi.org/10.54097/9k9jh307

  • Analysis and Discussion of Stackelberg Competition

    Jingqi Pan
    520-524
    DOI: https://doi.org/10.54097/cdh42208

  • Comparison of Cournot Duopoly Model and Stackelberg Model

    Leqing Tan
    525-529
    DOI: https://doi.org/10.54097/njd24j34

  • Research on Submersible Safety Operations Based on the Basic Information 3D Motion Trajectory and Entropy Weight Method Models

    Guanlin Li, Derong Deng
    530-541
    DOI: https://doi.org/10.54097/fc4s1e74

  • Research on Optimization Design of Heliostat Field Based on Particle Swarm Optimization Algorithm

    Mengbo Yang, Shuqi Ren
    542-549
    DOI: https://doi.org/10.54097/crjn3027

  • Optimization Study of Momentum Strategy for Tennis Match Based on FINX Evaluation Model and AHP

    You Fu, Wufan Zhou, Youzhan Wang
    550-559
    DOI: https://doi.org/10.54097/m0bt0y02

  • Research on Denoising Diffusion Probabilistic Models

    Yiyang Jiang
    560-572
    DOI: https://doi.org/10.54097/sxd49274

  • Prediction of Tennis Match Momentum Based on PCA and LGBM Models

    Xiyihan Cao, Yuchen Li, Yongxu Liu
    573-579
    DOI: https://doi.org/10.54097/zz435k83

  • Analysis of the Principle and Application of Nash Equilibrium

    Tongfei Tian
    580-587
    DOI: https://doi.org/10.54097/gjeef119

  • Applying Genetic Algorithms to Optimize Hybrid Flow Shop Scheduling in Disaster Response Logistics

    Zisen Chen, Yixuan Guo, Tianyi Ren
    588-594
    DOI: https://doi.org/10.54097/65ycb022

  • Research on the Technology and Method of Combining Virtual Reality with Eye Movement Tracking - Taking VR Vision Corrector as an Example

    Ziyun Huang , Zengming Li
    595-600
    DOI: https://doi.org/10.54097/nsyxvr46

  • Research on the correlation between digital economy and carbon emission based on PSO-Kmeans algorithm

    Linjing Wu, Yilong Liao, Yi Chen, Yuanbo Liu
    601-606
    DOI: https://doi.org/10.54097/1jqbw820

  • Research on traffic light setting based on single objective nonlinear programming

    Yi Chen, Yilong Liao, Linjing Wu, Yuanbo Liu
    607-612
    DOI: https://doi.org/10.54097/x1g23n55

  • Few-shot Font Generation based on SAE and Diffusion Model

    Yizuo Shi, Wenxia Yang, Mengxu Yuan, Zeping Yi
    613-627
    DOI: https://doi.org/10.54097/rp4sqj55

  • Data Pre-processing method of Ground Penetrating Radar based on HE-R2M

    Jiahe Chen, Yi Li
    628-637
    DOI: https://doi.org/10.54097/am4y7h57

  • Research on Automatic Pricing and Replenishment Decisions for Vegetable Commodities Based on Pearson Correlation Analysis and VAR Model

    Jiahe Chen, Jingwei He, Qiyu Mao
    638-644
    DOI: https://doi.org/10.54097/h8pt3q70

  • The Mystery Hidden in the Sex Ratio

    Songtao Che
    645-660
    DOI: https://doi.org/10.54097/tjnn8580