Vol. 92 (2024): 3rd International Conference on Software, Data Processing and Information Technology (SDPIT 2024)

February 17-18, 2024 | Washington DC, USA

Editors: Huajun Liu, Ingrid Sonmerfield

ISBN: 979-8-89183-053-0

Published: 10-04-2024

Preface

Preface: 3rd International Conference on Software, Data Processing and Information Technology (SDPIT 2024)

Huajun Liu, Ingrid Sonmerfield

I

Articles

Forecasting Bitcoin Trends Based on the ARIMA Model

Jiahuan Han

1-6
- PDF
A Predictive Study of Heart Attack Triggers Based on Machine Learning

Zijie Feng

7-13
- PDF
Research on the Preferences of U.S. Venture Funding Deals in 2023 for the Industry in Which the Company Operates

Xianyang Lei

14-19
- PDF
Time Series Analysis of Grains Commodity Futures Price Trends

Yihao Shao

20-31
- PDF
Wind Power Forecasting Based on CNN and LSTM Models

Ge Dai

32-38
- PDF
Quantifying the Impact of the COVID-19 Pandemic on Housing Prices in Los Angeles using Time Series Analysis

Churan Zhang

39-45
- PDF
Research on Apple’s Stock Price Trend Forecasting

Ninghui Du

46-55
- PDF
Prediction of the Situation of Postgraduate Entrance in China: Applicants and Enrollments

Chiyang Zhong

56-66
- PDF
Analysis of Influencing Factors of Beijing Subway Passenger Flow Based on Data Analysis Method

Zuhao Liu

67-73
- PDF
Crawler Data Visualization in the Tourism Industry Based on Python

Ao Wang

74-79
- PDF
Machine Learning-Based Prediction of Carbon Dioxide Emissions from Automobiles and Influencing Factors

Yuxin Liu

80-86
- PDF
A Forecast of CO2 Emissions Based on the Fuel Consumption Rating of a Particular Vehicle

Zikun Chen

87-93
- PDF
Forecasting China's Real Estate Investment Trends: A Dynamic Regression Model Approach with ARIMA

Haoyuan Chen

94-100
- PDF
Predicting and Analyzing the Bitcoin's Price with the ARIMA Model

Yijie Rao

101-106
- PDF
Analysis of Pokémon's Positive Impact on the Economy and Society

Ning Xie

107-111
- PDF
The Impact of COVID-19 on the US Consumer Price Index (CPI)

Hanyang Shang

112-119
- PDF
Natural Gas Price Predicting Adopting CNN-LSTM Hybrid Neural Network Model

Xinwei Fan

120-125
- PDF
Customer Segmentation Based on Machine Learning Methods

Zhiyue Wang

126-132
- PDF
Comparison of Machine Learning Methods in Customer Segment

Lin Cao

133-137
- PDF
Potential Customer Prediction of Telecom Marketing based on Machine Learning

Yuxin Dong

138-145
- PDF
Product potential user prediction based on machine learning

Jingyi Yu

146-151
- PDF
Application of Machine Learning to Customer Churn Risk Prediction

Chuyan Xiao

152-157
- PDF
Machine Learning Algorithms in Target Marketing Analysis

Jiayu Wu

158-164
- PDF
Stock Trend Prediction and Analysis Based on Machine Learning

Ailin Sun

165-170
- PDF
Prediction of Closing Prices for NASDAQ Listed Stocks: A Comparative Study Based on Gradient Boosting Models

Jingxuan Huang

171-177
- PDF
Recommendation System Building based on CNN and TF-IDF Approaches

Mingshen Li

178-187
- PDF
Visual Insights in Lung Cancer Prediction: Leveraging Data Visualization and Analysis for Building and Tuning Machine Learning Models

Zeyu Chen, Ching-Syuan Chien, Heming Guan

188-193
- PDF
Impacts of Short Video to Long Video and the Corresponding Countermeasures: Taking Tencent Video as an Example

Meihan Lin

194-198
- PDF
Research on Machine Learning-based Prediction of Coffee Futures Prices

Yuduo Chen

199-209
- PDF
Diabetes Prediction Using Random Forest in Healthcare

Shengyu Wang

210-217
- PDF
Telco Customer Churn Prediction

Ying Wei

218-226
- PDF
Study of Influential Factors on Housing Prices by Using MLR

Chang Liu

227-234
- PDF
Prediction methods for oral diseases

Zhuoxuan Yi

235-240
- PDF
Breast cancer prediction based on multiple machine learning algorithms

Tianyu Sun

241-247
- PDF
The Application of Machine Learning in Alzheimer's Disease

Tianhe Yang

248-251
- PDF
Integrating Machine Learning Techniques for Real Estate Analysis

Zekun Chen

252-256
- PDF
Prediction of Oral Cancer Incidence in Hunan Using a Time-Series Prediction Model Based on Logistic Regression Modeling

Linfeng Peng

257-263
- PDF
Application of Machine Learning in Cancer Prediction

Yiwen Wang, Yuansen Xia

264-268
- PDF
Explore the application of machine learning algorithms in predicting stroke

Enming Zhu

269-274
- PDF
Prediction of Different Types of Mobile Phone Prices based on Machine Learning Models

Yiwei Chen

275-279
- PDF
Lung Cancer Prediction based on KNN, Logistic Regression, and Random Forest Algorithm

Yunzhe Liao

280-287
- PDF
Using Logistic Regression and Support Vector Classification to Predict Cancer

Bowen Zhang

288-294
- PDF
Neuroscientific Prediction Model of Mouse Brain Activity Patterns

Jinxi Zhang

295-301
- PDF
Walmart Sales Forecasting using Different Models

Chenghao Yu

302-307
- PDF
Long–Range Movie Box Office Prediction Based on Machine Learning

Jiayi Xu

308-315
- PDF
Analysis of the Influencing Factors and Predictions of Poston house Prices based on a Multiple Linear Regression Model

Liangyu Jiang

316-322
- PDF
Data set analysis of Titanic distress data

Linghan Gao

323-329
- PDF
A survey of research methods of automatic text summarization

Min Zhang, Cuiju Luan

330-342
- PDF
Fire Station Management System Based on Digital Twin

Tongrui An

343-350
- PDF
Predict the Inflation of Food Prices based on the Linear Regression Models

Xuanmo Chen

351-355
- PDF
Analysis of the Relationship between Employment and Investments in Education for the ARIMA Model

Junyi Dai

356-362
- PDF
The Air Quality of Xi’an City Studied by Hurst Index

Qingying Song

363-368
- PDF
Machine Learning and Statistical Methods for Predicting Survival of Patients with Heart Failure

Lingjie Jia

369-375
- PDF
Evaluation of Urban Green Transportation Development Level Based on Traveler Perception——Taking Hohhot as an Example

Ze Pang, Minxue Zhao

376-386
- PDF
Optimizing Parameters and Applications of Femtosecond Laser Technology in Fiber Bragg Grating Manufacture

Zhaoxu Han

387-396
- PDF
IoT Sensor-Based Big Data and Information Systems in Smart Healthcare

Xiang Zhou

397-402
- PDF
Road Condition Prediction Based on ARIMA Algorithm

Yiwei Wang, Yuhao Zhang, Yanbing Zhou, Wenjin Tang

403-410
- PDF
The Impact of Interest Rate Marketization on Commercial Banks’s Income Structure-An Empirical Analysis of China's LPR Mechanism Reform based on DID Method

Anxiao Huang

411-418
- PDF
A CNN-Based Crack Analysis Model for Metal Specimens

Hailong Fu, Shuo Yang, Jiaqi Liu, Sen Hu

419-424
- PDF
Study of Basement Design Based on PKPM Software

Zhaohe Wang

425-431
- PDF
Research on the Application of Network Technology in Computer Aided Education

Qinyong Zhang, Chaotian Song, Yue Xu, Sen Liu

432-437
- PDF
A new insurance evaluation system based on Analytic Hierarchy Process and Delphi method under natural disasters

Keyu Han

438-452
- PDF
Research on vegetable pricing and replenishment strategy based on genetic algorithm

Minjie Liang, Yufei Xie, Shiyu Xie

453-458
- PDF
Research on Tennis Match Strategies Based on Machine Learning and Markov Chain Modeling

Yinghui Lv

459-466
- PDF
Parallel batch processing machines scheduling for SLM additive manufacturing in cloud manufacturing

Shuangshuang Hong, Xiuli Wang

467-478
- PDF
Application of artificial intelligence technology in network security

Yu Zhou, Yijie Liang

479-485
- PDF
Statistical Approaches to Machine Learning in a Big Data Environment

Zhuoyong Liu

486-491
- PDF
Research on public policy plan of unemployment risk caused by artificial intelligence

Rui Cheng

492-497
- PDF

Vol. 92 (2024): 3rd International Conference on Software, Data Processing and Information Technology (SDPIT 2024)

Preface

Articles

Indexing

Latest publications