Vol. 136 (2025): 2024 International Symposium on Mathematical Modeling, Big Data and Artificial Intelligence (MMBDAI 2024)

December 14-15, 2024| Rio, Brazil

Editors: Frederica Camilla, Chen Zhang

ISBN: 979-8-89183-142-1

Published: 31-03-2025

Preface

Preface: 2024 International Symposium on Mathematical Modeling, Big Data and Artificial Intelligence (MMBDAI 2024)

Frederica Camilla, Chen Zhang

I

Articles

Enhanced Logistic Regression Using Stacking Algorithm for Imbalanced and High-Dimensional Data

Yanbo Li

1-11
- PDF
Mathematical Modeling of Multibeam Bathymetric Data Resolved Using Trigonometric Functions

Rantong Xia, Jie Quan, Xiaoqin Yang

12-17
- PDF
Mathematical Foundations of Machine Learning for Detecting Counterfeit Currency

Jiayi Li

18-27
- PDF
Improved Logistic Regression Model Based on Resampling Techniques

Xinyi Li

28-36
- PDF
Critical Analysis of the “Bench Dragons” Spiral Spinning

Yueming Li, Shipeng Zhang

37-43
- PDF
Research on the Kinematic Model of "Benching Dragon" Based on Archimedes Spiral

Junnan Zhong, Jiayang Xiao

44-51
- PDF
Research on the Coiling and Turning of the “Bench Dragon” Based on the Archimedean Spiral Motion

Chen Li, Li Tang

52-59
- PDF
Gaussian Process Regression Model Based on Random Sampling and Secondary Encoding Techniques

Yu Miao

60-69
- PDF
The "Bench Dragon" Motion Trajectory Model Based on the Spiral Equation

Guangrong Tao, Ruoke Wang, Liangliang Wang

70-78
- PDF
Optimal Crop Planting Based on the Monte Carlo-Simulated Annealing Algorithm

Yuan Sun, Yuchen Lu, Yong Wang

79-87
- PDF
Application of Topological Data Analysis in Complex Network Structure Identification

Zhengqian Lyu

88-93
- PDF
Research on the Position Optimization of Tower Solar Heliostat Field Based on Optical Efficiency

Ziyuan Yan

94-101
- PDF
The Optimization of Multi-stage Production Process Based on the Combination of MDP and PSO

Zhanshuo Yang, Caimeng Liu, Xinyu Ma

102-111
- PDF
A Flood Hazard Prediction and Risk Assessment Model Based on Machine Learning Approach

Jiakang Zhang

112-120
- PDF
Research on Word Attributes and Word Meaning Difficulty Based on Time Series Analysis

Zhenbiao Miao

121-129
- PDF
Forms of Artificial Neural Networks for International Crude Oil Price Forecasting Research Based on ADF and GCT Post-Tests

Junjie Zhao, Guangjie Liu

130-138
- PDF
A Study on the Impact of Nuclear Pollution Discharge on the Seafood Industry in Coastal Cities Based on the DID-SARIMA Model

Xuan Wang, Zhijin Rong, Yang Liu, Zihang Zhang, Fan Yang, Xinye Song

139-147
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Research on Weibo Rumor Propagation Mechanism Based on Big Data

Yiwen Ma, Zinuo Chen, Fengli Ren

148-158
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The Improved Conformable Fractional Grey Model Using ADMM and HOA Algorithm

Huiyan Xu, Derui Wang, Yizhuo Wang

159-169
- PDF
A Bayesian Statistical Personalized Recommendation System: Model Construction and Evaluation in Big Data Environment

Qinghe Guan

170-182
- PDF
Spearman Correlation and Entropy Weight Method Based Best-of-n Competition Momentum Prediction

Yayelin Mo, Yong Huang

183-189
- PDF
The Article Title Should be at Least 5 Words but no More Than 30 Words

Gregary Gregory, Farid Uddin Ahmed, Isabelle Houlbert

190-194
- PDF
Analysis and Optimization of Bench Dragon Model: A Joint Application of Traversal optimization method and Differential Method

Pingcheng Ming

195-202
- PDF
Influence Assessment of Pornography-Related Cryptograms Based on ChatGPT-4o

Guancheng Chen, Yize Wang, Yijun Yang, Sujia Yin, Shiqi Li, Hao Xu

203-214
- PDF
On the application research of artificial intelligence technology in medical imaging

Meng Niu

215-225
- PDF
Flood Occurrence Probability Modeling and Evaluation Based on Spearman Analysis and MLP Algorithm

Zijun Lin, Jianan Lin

226-231
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Study on the Change Law of Weathering Composition of Glass Based on Data Statistics and Regression Model

Yihan Zhang, Chang Feng, Kunwu Liu

232-238
- PDF
Underwater Garbage Detection Remotely-Operated Vehicle (ROV) Based on Arduino and YOLO V7

Xuanye Dai

239-247
- PDF
Classification and prediction of Alzheimer's disease based on machine learning KAN network

Wenxin Xu, Sihan Long, Jiayu Shi

248-256
- PDF
Research on Tennis Match Result Analysis Based on Multi-model Integration

Xiaodi Shao, Zengqing Bai, Zenghui Liu

257-264
- PDF
Research on Production Process Optimization Based on Multi stage Decision Model

Cong Wang

265-273
- PDF
Research on bench dragon motion based on Runge-Kutta algorithm

Xiaoou Bai, Kangrong Shi, Zihao Bai, Haohang Wen

274-283
- PDF
Establishment of Dynamic Collision Detection Model Based on Vector Method

Huanran Wang

284-289
- PDF
Kinematic Study on Dragon Dance Trajectory Based on Genetic Algorithm

Guangbiao Guo

290-299
- PDF
Research on the Dragon Dance Formation Based on Spiral Motion Model and Collision Detection

Jiazong Han, Yinuo Su, Ziheng Ding

300-306
- PDF
Research on the Momentum of Tennis Players Based on the XGBoost Model and GA-RF Model

Tao Lu, Luxian Wang, Jiaxi Li

307-315
- PDF
LSTM Ensemble Learning Model with Additive Gaussian Process Priors

Zhuo Sun, Yishu Wang, Hanlin Yin

316-327
- PDF
Research on the Layout Strategy of Bench Dragon Based on the Archimedean Spiral Model

Yizhe Feng

328-336
- PDF
Research on the collision mechanism and U-turn curve of bench dragon

Wangchi Jia, Ruoteng Ma

337-345
- PDF
Analysis and Forecasting Research on Supply and Demand Relationship of Smart Elderly Care Based on Random Forest and ARIMA Models

Ziqi Sun, Yuxin Shen, Ziyi Guo

346-357
- PDF
Multi-Factor Evaluation of Performance and Momentum Prediction Models in Tennis Matches

Jiangtai Wu, Jianfeng Lin, Yiwen Liu

358-363
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Vol. 136 (2025): 2024 International Symposium on Mathematical Modeling, Big Data and Artificial Intelligence (MMBDAI 2024)

Preface

Articles

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