Vol. 94 (2024): 2nd International Conference on Computer, Machine Learning and Artificial Intelligence (CMLAI 2024)

March 09-10, 2024 | San Francisco, USA

Editors: Evangeline Katrine, Jie Li

ISBN: 979-8-89183-055-4

Published: 26-04-2024

Preface

Preface: 2nd International Conference on Computer, Machine Learning and Artificial Intelligence (CMLAI 2024)

Evangeline Katrine, Jie Li

I

Articles

Stock Price Prediction Using Convolutional Neural Networks on Various Time Frames

Jiayao Wang

1-8
- PDF
Comparison of Deep Transfer Learning Models for Pest Image Classification in Agriculture

Qixuan Huang

9-16
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Comparison of Different Machine Learning Approaches for Forecasting Stock Prices

Jingyao Li

17-23
- PDF
Exploiting Convolutional Neural Networks for Galaxy Classification

Chao Gao

24-30
- PDF
Comparison of CNN and ResNet Neural Networks on the Performance of Facial Expression Recognition

Zhiming Gao

31-38
- PDF
Comparison of Latest 3D Content Generation Models with Minimal Input Images

Haoxuan Xie

39-47
- PDF
Sensor-based Target Location Technology in Intelligent Transport Systems

Zhehang Li

48-55
- PDF
Machine Learning-Based Player Performance Analysis for Association of Tennis Professionals Tour

Youchen Qing

56-61
- PDF
Survey on Indoor Positioning and Navigation Technologies Based on Sensors Fusion

Yuxuan Shao

62-69
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Analysis of the Impact of Population Aging on the Economy and Countermeasures —— Take China as an Example

Jian Ning

70-75
- PDF
Autonomous Robot Adopting Multi-Axis Robotic Arm and ACO Algorithm

Changle Wang

76-84
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The Transformative Role of Group Theory in Physics

Mu Qin

85-90
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Chinese Housing Prices Prediction using Autoregressive Integrated Moving Average Model

Hongyu Wan

91-96
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Analysis of Current Situation, Problems and Countermeasures of Big Data in the Field of Engineering Management

Bowen Luo

97-102
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Application of Multi-Type Sensor in Target Location: Principle, Method and Application

Hao Wu

103-112
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Customer Churn Prediction in Telecom Based on Machine Learning

Shengchen Wu

113-118
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Research on the Vector Space and Its Linearity

Yifei Guan

119-123
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Face Age Prediction Based on Machine Learning

Yuting Hu

124-128
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Using Matrix Analysis to Assist in Completing Investment Decisions

Junjie Wang

129-134
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Analysis of the Impact of ESG on Financial Performance

Yucheng Li

135-140
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Analysis of Development status, Problems and Countermeasures of China's Insurance Industry

Hantian Luo

141-146
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Expanding the Horizon: Diverse Applications and Insights from Multi-Armed Bandit Algorithms

Haoyang Li

147-155
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Universal, Low-cost Temperature, Humidity, and Dust Concentration Environmental Measurement and Visualization

Yuhong Sun

156-161
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Optimizing Recommender Systems with TS Algorithm: Personalized Adjustment through Utilizing User Ratings Offset

Jiamu Liu

162-169
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Multi-Armed Bandit Algorithms: Analysis and Applications Across Domains

Qinchuan Zhang

170-174
- PDF
Optimizing Movie Recommendation Systems with Multi-Armed Bandit Algorithms

Yaosheng Jian

175-181
- PDF
Exploring Blockchain Technology: Analysis and Applications

Ruixiao Liu

182-186
- PDF
Enhancing UCB-tuned and Asymptotically Optimal UCB Algorithms through Weighted Average Techniques in Multi-Armed Bandit Scenarios

Chang Qu

187-194
- PDF
Utilizing Reinforcement Learning Bandit Algorithms in Advertising Optimization

Shuning Zhang

195-200
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In-depth Exploration and Implementation of Multi-Armed Bandit Models Across Diverse Fields

Jiazhen Wu

201-205
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Comparative Evaluation, Challenges, and Diverse Applications of Multi-Armed Bandit Algorithms

Yunmeng Han

206-210
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A Analytical and Practical Insights into Multi-Armed Bandit Problems in Recommendation Systems

Maike Feng

211-216
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Utilizing Multi-Armed Bandit Algorithms for Advertising: An In-Depth Case Study on an Online Retail Platform's Advertising Campaign

Litian Shao

217-223
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Optimizing Advertising Efficacy: Implementing Cost-Effective Multi-Armed Bandit Algorithms

Biao Xiang

224-229
- PDF
Comprehensive Exploration and Implementation of Multi-Armed Bandit Algorithms Across Various Domains

Junyang Liu

230-235
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Multi-Armed Bandit Algorithms: Innovations and Applications in Dynamic Environments

Lei An

236-240
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An Exhaustive Analysis of Reinforcement Learning Implementations within Recommendation System Paradigms

Shiyun Ni

241-246
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Comprehensive Introduction and Analysis of the UCB Algorithm in Multi-Armed Bandit Problems

Kaizhuo Hu

247-250
- PDF
Research on a Simulation and Prediction Method of Traffic Flow Information Based on PINN

Muyao Niu

251-258
- PDF
Core Technologies in Recommender Systems: Investigating and Analyzing Standard Implementations

Yifan Cai

259-272
- PDF
Performance Comparison and Analysis of UCB, ETC, and Thompson Sampling Algorithms in the Multi-Armed Bandit Problem

Qijin Hu

273-278
- PDF
Integration of Reinforcement Learning and Deep Learning in Path Planning Games

Xinjian Li

279-284
- PDF
Advanced analysis of algorithms in multi-armed slot machine problems

Run Bai

285-288
- PDF
Random Walk Regression Problem in One and Two Dimensions

Chunyao Jia

289-294
- PDF
Carbon Footprint of the Food Industry and ESG-Related Business Promotion

Xiaohe Jiang, Yuke Liu

295-309
- PDF
Machine Learning-Based Loan Default Prediction in Peer-to-Peer Lending

Ruyi Yang

310-318
- PDF
Evaluating ChatGPT: Strengths and Limitations in NLP Problem Solving

Yanyi Wu

319-325
- PDF
Comparative Evaluation of Asymptotically Optimal and Standard Upper Confidence Bound Algorithms in Multi-Armed Bandit Scenarios

Qiuyuan Lyu

326-332
- PDF
Comparative Analysis of Transformer Integration in U-net Networks for Enhanced Medical Image Segmentation

Zixin Hao

333-340
- PDF
A Novel Multi-Stage Recognition System in Handwritten Chinese Characters

Lingxin Wang

341-348
- PDF
Predicting Google Stock Prices Using Machine Learning Models

Zixiong Zhao

349-354
- PDF
A Deep Learning Based Framework for Blind Road Occupancy Detection

Yiteng Liu

355-367
- PDF
Advancing Frontiers: An In-Depth Analysis of Reinforcement Learning Applications in Recommendation System Technologies

Zhihe Zhu

368-372
- PDF
A Comprehensive Study of Factors Influencing Rental Prices in Shanghai

Jiayin Li

373-378
- PDF
Research on the Relationship between Lifestyle and Sleep Health

Xiangkun Ma, Zhaolan Wang

379-385
- PDF
Analysis of the Impact of Dietary Elements on National COVID-19 Confirmation Rates

Zidie Zhuang

386-391
- PDF
Time Series Analysis on Monthly Beer Production in Australia

Nuolai Xu

392-401
- PDF
Impact of Climate Change on Marine Coral Reef Communities

Yubing Lin

402-406
- PDF
Comparison and Analysis of Chinese and English Handwriting Recognition Algorithms in Deep Learning

Xinyue Qu

407-412
- PDF
Research on the Correlation between Economic Factors and Quality of Life

Renzhi Li

413-418
- PDF
Analysis of LSTM and Derivative Models for Bitcoin Prediction Research

Boyu Ren

419-422
- PDF
Research on UAV flight attitude control system based on simulink and genetic algorithm

Yijun Gao, Xiaochang Sun, Jingtian Yao

423-430
- PDF
The Recurrence and Transience of Random Walks

Jiachen Liu

431-436
- PDF
Evaluate the Correlation Between Identified Social Issues and Ultra-low Fertility Rates in Hong Kong

Yujia Xie

437-441
- PDF
Remarks on Normal Distribution and Central Limit Theorem

Zixi Cheng

442-446
- PDF
Analysis of Professional Badminton: Performance and Global Disparities

Ziye Wang

447-451
- PDF
Research on Methods of Micro-target Detection in Various Application Scenarios

Bosheng Fang, Siyuan Jiao, Chengming Wang, Qianyu Yin

452-460
- PDF
Research on the Application of Deep Learning in Ball Games

Hao Chen

461-470
- PDF
Prediction of Changes in the Exchange Rate between the USD and the CNY and Analysis of Influencing Factors

Han Xiao

471-475
- PDF
Analysis of the Role of Hong Kong's Key Industries During the Pandemic of COVID-19

HoiSum Chen

476-481
- PDF
Applied Study of Medical Image Segmentation Based on Convolutional Neural Network

Shuai Ding, Zhiyang Huang

482-485
- PDF
Research on Stock Price Prediction Model Based on LSTM

Junrong Nie

486-492
- PDF
Stock Data Analysis of Competing Companies in Competitive Market: The Case of NVIDIA Corporation

Letian Qi

493-503
- PDF
Research on the Application of Recognition and Detection Technology in Automatic Driving

Wanli He, Zhengzhe Liu, Shunquan Wang

504-509
- PDF
Application of Deep Learning in Drone Image Detection

Xiang Cheng, Boning Lu, Shaokang Qu

510-515
- PDF
A Brief Analysis of the Adaptive Algorithm and Optimization of the BP Neural Network

Yichen Dai

516-524
- PDF
X-ray Image Recognition of Pneumonia Based on Three Different Neural Networks

Haoran Xiong

525-530
- PDF
Comparative Analysis of Machine Learning and Deep Learning in Practical Scenarios

Guoxiang Ran

531-539
- PDF
A comparative Analysis of Image Enhancement Using Autoencoders and Generative Adversarial Networks

Minhua Ying

540-544
- PDF
Eyetracker Based on Image Recognition Technology and YOLOv8 Implementation

Zonghan Li

545-551
- PDF
Convolutional Neural Networks Applied to Lung Image Detection: Model Comparison and Optimal Selection

Lifan Xuan

552-557
- PDF
A Comparative Analysis of EfficientNet and MobileNet Models’ Performance on Limited Datasets: An Example of American Sign Language Alphabet Detection

Hongwen Pu, Keyi Yi

558-564
- PDF
Pre-training CNN model Several Methods of Comparative Analysis

Jun Hu

565-571
- PDF
Research on Superstore Vegetable Pricing and Replenishment Prediction Based on ARIMA Time Series and Particle Swarm Algorithm

Xiaoxiao Chang

572-579
- PDF
Research on automatic pricing and replenishment strategy of vegetable commodities based on ARIMA algorithm

Zhang’ang Li, Tang Li, Kaili Zhang

580-585
- PDF
Research on Predicting Momentum Changes in Tennis Matches Based on Markov and Random Forest Algorithms

Shuqian Han, Alia Shayahaxi, Chengzhi Yu

586-595
- PDF
Research on Prediction of Illegal Wildlife Trade Based on PCA and Multiple Linear Regression

Fei Wu, Siyuan Qi

596-603
- PDF
MapReduce Algorithm on a Serverless Platform

Hongpeng Zou

604-610
- PDF
Research on Light Pollution Evaluation Modeling Based on Comprehensive Weights

Nanlong Sun, Fangyi Zhu, Xinping Wang

611-618
- PDF
Advancing Deep Learning: A Comprehensive Comparative

Zien Wang

619-624
- PDF
Research on Multibeam Bathymetric System Based on Greedy Algorithm and Variable Step Size Traversal Algorithm

Yang Zheng

625-630
- PDF
Optimization Study of Laundry Cleaning Based on K-means Clustering and Simulated Annealing Algorithm

Ye Zhang, Zhike Ma

631-638
- PDF
Application of SOM-GAN based deep learning technology in the security protection of rural bank depositors' funds information

Wenjia Wu, Minglei Han, Yandong Hu, Jiaqi Ma, Xiaolei Zhang

639-646
- PDF
Application research of machine learning method based on DBN and RL in financial data analysis

Wenjia Wu, Minglei Han, Yandong Hu, Jiaqi Ma, Xiaolei Zhang

647-652
- PDF
Modeling and analysis of ecosystem dynamics based on the Lotka-Volterra model

Bosong Huang, Yingying Yang, Luhan Peng

653-660
- PDF
Analysis of Global Core Countries from a Complex Network Perspective

Peijie Zhao

661-668
- PDF
Research on Artificial Intelligence Algorithm System for Medical Institutions Based on Construction Engineering and E-commerce

Pengfei Zhao, Zhongman Luo, Guibing Yang, Weibiao Cai, Liangyu Li, Yi Qin

669-675
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Vol. 94 (2024): 2nd International Conference on Computer, Machine Learning and Artificial Intelligence (CMLAI 2024)

Preface

Articles

Indexing

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