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

Articles

Prediction of Diabetes Mellitus based on Logistic Regression and Random Forest

Dingkang Qian

1-6
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Research on the Influencing Factors of Heart Disease based on Binary Logit Regression

Yinuo Cheng, Haiyang Liang, Xirui Ma, Zizhou Yang

7-13
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Early Diagnosis of Parkinson's Disease based on XGBoost Algorithm and Logistic Regression

Jianbang He, Jiyue Zhang

14-22
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Strategy for Water Level Control Based on Prediction Control Feedback Model

Ruiyang Ma, Ling Jiang, Chenye Hong

23-36
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Research on short-term passenger flow prediction of urban rail transit based on ARIMA algorithm

Zhihan Liao

37-44
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Research on the Relationship between Stock Price and Financial Indicators using Ordinary Least Squares Model

Yaodeng Yang

45-51
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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
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Research on Influencing Factors of Domestic Tourism Revenue based on Multiple Linear Regression Analysis

Zining Yan, Hongbo Zhou

60-64
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Research on Influencing Factors of Video Game Sales using Binary Logistic Regression

Mingze Song

65-70
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Research on the Influencing Factors of Online Mobile Phone Sales using Linear Regression

Chutong Huang, Yixuan Liu, Enqi Zhou

71-75
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Application Analysis of Machine Learning Models in Credit Risk

Shiyi Liu

76-81
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Research on Housing Price Prediction Based on Machine Learning

Zirui Huang

82-87
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Financial Crisis Analysis and Prediction in Africa using Machine Learning and Statistical Learning Methods

Junda Chen

88-95
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A Comparative Study of House Price Prediction Using Linear Regression and Random Forest Models

Yahan Fu

96-103
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The Situation and Prediction of Air PM2.5 Pollution in Shanghai

Jingheng Gu

104-109
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Forest Cover Type Prediction Based Linear Regression

Xiaoyu Gao

110-116
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Stock Price Prediction: A Comparative Study of Random Forest and LSTM Models

Xun Wang

117-123
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Walmart Sales Prediction Using Multiple Linear Regression

Anting Lin

124-129
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The Bank Conducts Credit Evaluation on Credit Holders

Ye Zeng

130-136
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Research on the Influencing Factors of Depression and Anxiety Based on Anxiety dataset

Yijie Kong

137-142
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Application of Machine Learning in Stock Price Analysis

Xi Zhang

143-149
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Research on the Ways to Win in a Simple Poker Game

Anqi Xu

150-156
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Application of Bayesian Methods to Epidemics

Tongfei Tian

157-165
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Quantifying Momentum in Tennis: A Case Study of the 2023 Wimbledon Gentlemen’s Final

Xin Lyu

166-172
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Automatic Pricing and Replenishment Decision for Vegetable Products Based on Multiple Linear Regression

Yongyue Yu, Qingkun Du, Xiaochen Zhang

173-179
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Dual-channel Strategy Selection in Multinational Supply Chain in E-Commerce

Haoran Zhu

180-188
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Titanic Survival Prediction Based on Machine Learning Algorithms

Yuming Zhang

189-195
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Lamprey gender ratio study based on delayed modeling of resource availability changes

Jiaming Li, Kewen Qiu, Ziheng Ouyang

196-201
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Implications for Nash Equilibrium in Intelligent Transportation Systems and Allocation of Scarce Medical Resources

Ziyi Zong

202-208
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Study on Illegal Trade in Wildlife Based on AHP and ARMI-Intervention-SVR Series Models

Yingping Tang, Xinle Wang, Mingle Chen

209-217
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A study of lamprey populations on ecosystem stability based on Lotka-Volterra modeling

Hao Lu, Bingchen Qiu, Zhiyuan Chen

218-223
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Analysis of Principles and Applications of Chaos Theory

Jiarong He

224-232
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Analysis of Two Game Theory Models: Cournot Model and Stackelberg Model

Jiefu Gao

233-244
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A Glance of China’s National Oil Companies’ Strategies through Game Theory: CNPC, CNOOC, and Sinopec

Menghan Li

245-249
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Evaluation of Uncertainty in Cylindricity Measurement based on Coordinate Measuring Machine

Yi Yang, Tao Wang, Yuzhou Chang, Wei Zhang, Mengcheng Cao

250-253
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Evaluation of Uncertainty in Linear Plane Angle Measurement based on Coordinate Measuring Machines

Yi Yang, Tao Wang, Yuzhou Chang, Wei Zhang

254-258
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Enhanced Feynman-Kac Formula for Nonlinear Uncertainty Quantification Problems

He Xu, Xueting Li, Wendi Cai

259-267
- PDF
Tennis Match Trend Prediction Based on LSTM

Yichen Jiang, Chuansen Yuan

268-275
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Submersible Position Prediction Model Based on HMM and Six Degrees of Freedom Motion

Shaobo Yuan, Jiaxu Chen

276-283
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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
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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
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Race momentum analysis prediction based on wavelet neural networks

Jiale Hu

300-308
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A Study on Cargo Volume Prediction and Staff Scheduling Based on Support Vector Regression Model and Integer Planning

Yishan Wu

309-315
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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
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A Study on Short-Term Traffic Flow Prediction Based on Random Forest Regression

Jiong Wu

323-331
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An Exploration of Momentum Changes in Tennis Players Based on CART Decision Regression Trees

Junjie Huang, Qiwei Li, Lisha Luo

332-337
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Player Momentum Analysis in Tennis Match Based on Wavelet Analysis

HuaZhou Xu, YiHang Du, LiMin Zhang

338-350
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Optimization Model of Multibeam Line Placement Based on Geometric Relationship and Planning Solution

Gefei Li, Shujiao Wang

351-360
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A Statistical and Machine Learning Based Study of Ecological Impacts in Lamprey

Qianran Li, Sirong Zhao, Siyu Jie

361-368
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Momentum Prediction Model Combining Markov Chain And MLP

Anqi Xing, Jiaye Xu, Haoxin Chen

369-375
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Optimization Study of Space Utilization Rate of Lake Sheep Based on Spatial Planning Model

Mengqian Zhao, Tianci Zhang, Wei Wu

376-382
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Cauchy Mean Value Theorem in Hyperbolic Plane

Yiyang He, Lanxin Liu

383-389
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Research On Cargo Volume Prediction at Sorting Centers Based on Multiple Machine Learning Models

JieBo Xing, YiFei Zhang

390-399
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Integrative Spatial Modeling for Ecosystem Management: A Case Study in Maasai Mara

Zhuchang Gu, Weiyi Sun, Ruilang Li

400-408
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Design And Research on Machining Orientation Control Based on Five Axis CNC Machine Tools

Hualiang Li

409-416
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Study On River Regulation and Emergency Management Based on SARIMA And Dam Control Models

Yihuai Zhang, Kenuo Li

417-424
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Predicting The Position of a Submarine Based on A Dynamic Model

Xitong Pang, Yongtao Cui, Jianming Feng, Mei He

425-432
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Classification Prediction of Underwater Navigation Fitness Zones Based on BP Neural Network Modeling

Zichen Zhao, Zhaojun Gu, Shang Gao

433-440
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Research On Water Level Control of The Great Lakes Based on Fuzzy Control Algorithm

Quan Chen, Yisheng Li, Rongkun Li

441-447
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Speech Recognition Classification Leveraging a Spiking Neural Network Training Algorithm Based on Tempotron

Erbin Ma, Wenxin Ge, Chongxuan Xiao

448-462
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Research On Momentum Evaluation in Tennis Competitions Based on Entropy Weight Method and TOPSIS Method

Andi Sun, Xinping Chen, Jinyang Cheng

463-468
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A Study on Maximizing Insurance Company Profits under Extreme Weather Events Based on an Optimization Model

Kaiduo Wen, Zuyu Li , Jiayi Zhu

469-476
- PDF
Changes in the Sex Ratio of Species Based on the Lotka-Volterra Equation

Junjie Tong

477-486
- PDF
Study on Illegal Wildlife Trade Based on Gray Prediction and TOPSIS Methods

Yulin Yang , Hongjiang Zhang , Zhongyang Xia

487-496
- PDF
Dynamic Network Modeling of Optimal Water Level Control Based on RMOBM and DMOWN

Yuke Li, Keyu Chen, Zhuojun Zhao

497-505
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Research On the Factors That Affect the Pricing of Healthcare Insurance

Zewei Tang, Xiaoxuan Wang

506-513
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Game Theory in Medical Aesthetics Industry: Evidence from Consultation and Plastic Surgery Department

Chenwei Wan

514-519
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Analysis and Discussion of Stackelberg Competition

Jingqi Pan

520-524
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Comparison of Cournot Duopoly Model and Stackelberg Model

Leqing Tan

525-529
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Research on Submersible Safety Operations Based on the Basic Information 3D Motion Trajectory and Entropy Weight Method Models

Guanlin Li, Derong Deng

530-541
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Research on Optimization Design of Heliostat Field Based on Particle Swarm Optimization Algorithm

Mengbo Yang, Shuqi Ren

542-549
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Optimization Study of Momentum Strategy for Tennis Match Based on FINX Evaluation Model and AHP

You Fu, Wufan Zhou, Youzhan Wang

550-559
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Research on Denoising Diffusion Probabilistic Models

Yiyang Jiang

560-572
- PDF
Prediction of Tennis Match Momentum Based on PCA and LGBM Models

Xiyihan Cao, Yuchen Li, Yongxu Liu

573-579
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Analysis of the Principle and Application of Nash Equilibrium

Tongfei Tian

580-587
- PDF
Applying Genetic Algorithms to Optimize Hybrid Flow Shop Scheduling in Disaster Response Logistics

Zisen Chen, Yixuan Guo, Tianyi Ren

588-594
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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
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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
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Research on traffic light setting based on single objective nonlinear programming

Yi Chen, Yilong Liao, Linjing Wu, Yuanbo Liu

607-612
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Few-shot Font Generation based on SAE and Diffusion Model

Yizuo Shi, Wenxia Yang, Mengxu Yuan, Zeping Yi

613-627
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Data Pre-processing method of Ground Penetrating Radar based on HE-R2M

Jiahe Chen, Yi Li

628-637
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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
- PDF
The Mystery Hidden in the Sex Ratio

Songtao Che

645-660
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Vol. 107 (2024): 3rd International Conference on Applied Mathematics, Modeling Simulation and Automatic Control (AMMSAC 2024)

Preface

Articles

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