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

View 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
    DOI: https://doi.org/10.54097/b3bfzv67

Articles

  • Stock Price Prediction Using Convolutional Neural Networks on Various Time Frames

    Jiayao Wang
    1-8
    DOI: https://doi.org/10.54097/j5ztze89

  • Comparison of Deep Transfer Learning Models for Pest Image Classification in Agriculture

    Qixuan Huang
    9-16
    DOI: https://doi.org/10.54097/kxbxjn03

  • Comparison of Different Machine Learning Approaches for Forecasting Stock Prices

    Jingyao Li
    17-23
    DOI: https://doi.org/10.54097/2re5n809

  • Exploiting Convolutional Neural Networks for Galaxy Classification

    Chao Gao
    24-30
    DOI: https://doi.org/10.54097/5kzwfy50

  • Comparison of CNN and ResNet Neural Networks on the Performance of Facial Expression Recognition

    Zhiming Gao
    31-38
    DOI: https://doi.org/10.54097/cx6rc461

  • Comparison of Latest 3D Content Generation Models with Minimal Input Images

    Haoxuan Xie
    39-47
    DOI: https://doi.org/10.54097/w5m3fx19

  • Sensor-based Target Location Technology in Intelligent Transport Systems

    Zhehang Li
    48-55
    DOI: https://doi.org/10.54097/13y8ra77

  • Machine Learning-Based Player Performance Analysis for Association of Tennis Professionals Tour

    Youchen Qing
    56-61
    DOI: https://doi.org/10.54097/k84mdj10

  • Survey on Indoor Positioning and Navigation Technologies Based on Sensors Fusion

    Yuxuan Shao
    62-69
    DOI: https://doi.org/10.54097/rvmbc424

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

    Jian Ning
    70-75
    DOI: https://doi.org/10.54097/8ypjcd82

  • Autonomous Robot Adopting Multi-Axis Robotic Arm and ACO Algorithm

    Changle Wang
    76-84
    DOI: https://doi.org/10.54097/bv4g6121

  • The Transformative Role of Group Theory in Physics

    Mu Qin
    85-90
    DOI: https://doi.org/10.54097/7cekz543

  • Chinese Housing Prices Prediction using Autoregressive Integrated Moving Average Model

    Hongyu Wan
    91-96
    DOI: https://doi.org/10.54097/v85rf878

  • Analysis of Current Situation, Problems and Countermeasures of Big Data in the Field of Engineering Management

    Bowen Luo
    97-102
    DOI: https://doi.org/10.54097/03x4tr43

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

    Hao Wu
    103-112
    DOI: https://doi.org/10.54097/nptcwa62

  • Customer Churn Prediction in Telecom Based on Machine Learning

    Shengchen Wu
    113-118
    DOI: https://doi.org/10.54097/snc09915

  • Research on the Vector Space and Its Linearity

    Yifei Guan
    119-123
    DOI: https://doi.org/10.54097/cqd2x842

  • Face Age Prediction Based on Machine Learning

    Yuting Hu
    124-128
    DOI: https://doi.org/10.54097/j2ezkt16

  • Using Matrix Analysis to Assist in Completing Investment Decisions

    Junjie Wang
    129-134
    DOI: https://doi.org/10.54097/0h900k27

  • Analysis of the Impact of ESG on Financial Performance

    Yucheng Li
    135-140
    DOI: https://doi.org/10.54097/cfd3f519

  • Analysis of Development status, Problems and Countermeasures of China's Insurance Industry

    Hantian Luo
    141-146
    DOI: https://doi.org/10.54097/gn8d6h37

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

    Haoyang Li
    147-155
    DOI: https://doi.org/10.54097/74ws4250

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

    Yuhong Sun
    156-161
    DOI: https://doi.org/10.54097/x3r77k39

  • Optimizing Recommender Systems with TS Algorithm: Personalized Adjustment through Utilizing User Ratings Offset

    Jiamu Liu
    162-169
    DOI: https://doi.org/10.54097/d7qkwt07

  • Multi-Armed Bandit Algorithms: Analysis and Applications Across Domains

    Qinchuan Zhang
    170-174
    DOI: https://doi.org/10.54097/apzhv358

  • Optimizing Movie Recommendation Systems with Multi-Armed Bandit Algorithms

    Yaosheng Jian
    175-181
    DOI: https://doi.org/10.54097/wszgrm26

  • Exploring Blockchain Technology: Analysis and Applications

    Ruixiao Liu
    182-186
    DOI: https://doi.org/10.54097/7anwms92

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

    Chang Qu
    187-194
    DOI: https://doi.org/10.54097/8mb1rb15

  • Utilizing Reinforcement Learning Bandit Algorithms in Advertising Optimization

    Shuning Zhang
    195-200
    DOI: https://doi.org/10.54097/z976ty46

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

    Jiazhen Wu
    201-205
    DOI: https://doi.org/10.54097/d3ez0n61

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

    Yunmeng Han
    206-210
    DOI: https://doi.org/10.54097/jdcjkj94

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

    Maike Feng
    211-216
    DOI: https://doi.org/10.54097/tg7bpm76

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

    Litian Shao
    217-223
    DOI: https://doi.org/10.54097/1gv35d75

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

    Biao Xiang
    224-229
    DOI: https://doi.org/10.54097/tey73e61

  • Comprehensive Exploration and Implementation of Multi-Armed Bandit Algorithms Across Various Domains

    Junyang Liu
    230-235
    DOI: https://doi.org/10.54097/0v0q9842

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

    Lei An
    236-240
    DOI: https://doi.org/10.54097/3n7ctj84

  • An Exhaustive Analysis of Reinforcement Learning Implementations within Recommendation System Paradigms

    Shiyun Ni
    241-246
    DOI: https://doi.org/10.54097/ac12v475

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

    Kaizhuo Hu
    247-250
    DOI: https://doi.org/10.54097/wm3zkc73

  • Research on a Simulation and Prediction Method of Traffic Flow Information Based on PINN

    Muyao Niu
    251-258
    DOI: https://doi.org/10.54097/cv52qh87

  • Core Technologies in Recommender Systems: Investigating and Analyzing Standard Implementations

    Yifan Cai
    259-272
    DOI: https://doi.org/10.54097/thv9yp09

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

    Qijin Hu
    273-278
    DOI: https://doi.org/10.54097/a73zqy52

  • Integration of Reinforcement Learning and Deep Learning in Path Planning Games

    Xinjian Li
    279-284
    DOI: https://doi.org/10.54097/3tkjz117

  • Advanced analysis of algorithms in multi-armed slot machine problems

    Run Bai
    285-288
    DOI: https://doi.org/10.54097/ht9yp521

  • Random Walk Regression Problem in One and Two Dimensions

    Chunyao Jia
    289-294
    DOI: https://doi.org/10.54097/dmev1s04

  • Carbon Footprint of the Food Industry and ESG-Related Business Promotion

    Xiaohe Jiang, Yuke Liu
    295-309
    DOI: https://doi.org/10.54097/wsht8r47

  • Machine Learning-Based Loan Default Prediction in Peer-to-Peer Lending

    Ruyi Yang
    310-318
    DOI: https://doi.org/10.54097/qdjd8r65

  • Evaluating ChatGPT: Strengths and Limitations in NLP Problem Solving

    Yanyi Wu
    319-325
    DOI: https://doi.org/10.54097/z15ne349

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

    Qiuyuan Lyu
    326-332
    DOI: https://doi.org/10.54097/tprdx144

  • Comparative Analysis of Transformer Integration in U-net Networks for Enhanced Medical Image Segmentation

    Zixin Hao
    333-340
    DOI: https://doi.org/10.54097/z4b39y45

  • A Novel Multi-Stage Recognition System in Handwritten Chinese Characters

    Lingxin Wang
    341-348
    DOI: https://doi.org/10.54097/ng5max90

  • Predicting Google Stock Prices Using Machine Learning Models

    Zixiong Zhao
    349-354
    DOI: https://doi.org/10.54097/w806yj96

  • A Deep Learning Based Framework for Blind Road Occupancy Detection

    Yiteng Liu
    355-367
    DOI: https://doi.org/10.54097/x7zrtx05

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

    Zhihe Zhu
    368-372
    DOI: https://doi.org/10.54097/vmbe2459

  • A Comprehensive Study of Factors Influencing Rental Prices in Shanghai

    Jiayin Li
    373-378
    DOI: https://doi.org/10.54097/dh8rq414

  • Research on the Relationship between Lifestyle and Sleep Health

    Xiangkun Ma, Zhaolan Wang
    379-385
    DOI: https://doi.org/10.54097/sn22q162

  • Analysis of the Impact of Dietary Elements on National COVID-19 Confirmation Rates

    Zidie Zhuang
    386-391
    DOI: https://doi.org/10.54097/mq4m6p18

  • Time Series Analysis on Monthly Beer Production in Australia

    Nuolai Xu
    392-401
    DOI: https://doi.org/10.54097/4z3krj13

  • Impact of Climate Change on Marine Coral Reef Communities

    Yubing Lin
    402-406
    DOI: https://doi.org/10.54097/98qm7j97

  • Comparison and Analysis of Chinese and English Handwriting Recognition Algorithms in Deep Learning

    Xinyue Qu
    407-412
    DOI: https://doi.org/10.54097/t9f6xd17

  • Research on the Correlation between Economic Factors and Quality of Life

    Renzhi Li
    413-418
    DOI: https://doi.org/10.54097/t6bmvg98

  • Analysis of LSTM and Derivative Models for Bitcoin Prediction Research

    Boyu Ren
    419-422
    DOI: https://doi.org/10.54097/jd6p2y39

  • Research on UAV flight attitude control system based on simulink and genetic algorithm

    Yijun Gao, Xiaochang Sun, Jingtian Yao
    423-430
    DOI: https://doi.org/10.54097/h3mvhz74

  • The Recurrence and Transience of Random Walks

    Jiachen Liu
    431-436
    DOI: https://doi.org/10.54097/mdb42w42

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

    Yujia Xie
    437-441
    DOI: https://doi.org/10.54097/k123zj84

  • Remarks on Normal Distribution and Central Limit Theorem

    Zixi Cheng
    442-446
    DOI: https://doi.org/10.54097/7jk4c982

  • Analysis of Professional Badminton: Performance and Global Disparities

    Ziye Wang
    447-451
    DOI: https://doi.org/10.54097/q4q7y011

  • Research on Methods of Micro-target Detection in Various Application Scenarios

    Bosheng Fang, Siyuan Jiao, Chengming Wang, Qianyu Yin
    452-460
    DOI: https://doi.org/10.54097/vc5hsv26

  • Research on the Application of Deep Learning in Ball Games

    Hao Chen
    461-470
    DOI: https://doi.org/10.54097/2rjvyp23

  • Prediction of Changes in the Exchange Rate between the USD and the CNY and Analysis of Influencing Factors

    Han Xiao
    471-475
    DOI: https://doi.org/10.54097/1raa5c16

  • Analysis of the Role of Hong Kong's Key Industries During the Pandemic of COVID-19

    HoiSum Chen
    476-481
    DOI: https://doi.org/10.54097/166byp54

  • Applied Study of Medical Image Segmentation Based on Convolutional Neural Network

    Shuai Ding, Zhiyang Huang
    482-485
    DOI: https://doi.org/10.54097/d6dzqq67

  • Research on Stock Price Prediction Model Based on LSTM

    Junrong Nie
    486-492
    DOI: https://doi.org/10.54097/56k4q130

  • Stock Data Analysis of Competing Companies in Competitive Market: The Case of NVIDIA Corporation

    Letian Qi
    493-503
    DOI: https://doi.org/10.54097/vnv0ec57

  • Research on the Application of Recognition and Detection Technology in Automatic Driving

    Wanli He, Zhengzhe Liu, Shunquan Wang
    504-509
    DOI: https://doi.org/10.54097/nwr60n78

  • Application of Deep Learning in Drone Image Detection

    Xiang Cheng, Boning Lu, Shaokang Qu
    510-515
    DOI: https://doi.org/10.54097/r6zxje93

  • A Brief Analysis of the Adaptive Algorithm and Optimization of the BP Neural Network

    Yichen Dai
    516-524
    DOI: https://doi.org/10.54097/3sj3ah14

  • X-ray Image Recognition of Pneumonia Based on Three Different Neural Networks

    Haoran Xiong
    525-530
    DOI: https://doi.org/10.54097/9nrghx57

  • Comparative Analysis of Machine Learning and Deep Learning in Practical Scenarios

    Guoxiang Ran
    531-539
    DOI: https://doi.org/10.54097/r03tx683

  • A comparative Analysis of Image Enhancement Using Autoencoders and Generative Adversarial Networks

    Minhua Ying
    540-544
    DOI: https://doi.org/10.54097/0v4f1697

  • Eyetracker Based on Image Recognition Technology and YOLOv8 Implementation

    Zonghan Li
    545-551
    DOI: https://doi.org/10.54097/wetfdb35

  • Convolutional Neural Networks Applied to Lung Image Detection: Model Comparison and Optimal Selection

    Lifan Xuan
    552-557
    DOI: https://doi.org/10.54097/h2ge9030

  • 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
    DOI: https://doi.org/10.54097/yh5d3s04

  • Pre-training CNN model Several Methods of Comparative Analysis

    Jun Hu
    565-571
    DOI: https://doi.org/10.54097/9rfdmb60

  • Research on Superstore Vegetable Pricing and Replenishment Prediction Based on ARIMA Time Series and Particle Swarm Algorithm

    Xiaoxiao Chang
    572-579
    DOI: https://doi.org/10.54097/q816zt97

  • Research on automatic pricing and replenishment strategy of vegetable commodities based on ARIMA algorithm

    Zhang’ang Li, Tang Li, Kaili Zhang
    580-585
    DOI: https://doi.org/10.54097/qjjx9a45

  • Research on Predicting Momentum Changes in Tennis Matches Based on Markov and Random Forest Algorithms

    Shuqian Han, Alia Shayahaxi, Chengzhi Yu
    586-595
    DOI: https://doi.org/10.54097/1p3kmx23

  • Research on Prediction of Illegal Wildlife Trade Based on PCA and Multiple Linear Regression

    Fei Wu, Siyuan Qi
    596-603
    DOI: https://doi.org/10.54097/2zdse195

  • MapReduce Algorithm on a Serverless Platform

    Hongpeng Zou
    604-610
    DOI: https://doi.org/10.54097/9xv7vx88

  • Research on Light Pollution Evaluation Modeling Based on Comprehensive Weights

    Nanlong Sun, Fangyi Zhu, Xinping Wang
    611-618
    DOI: https://doi.org/10.54097/503f6388

  • Advancing Deep Learning: A Comprehensive Comparative

    Zien Wang
    619-624
    DOI: https://doi.org/10.54097/m2677n92

  • Research on Multibeam Bathymetric System Based on Greedy Algorithm and Variable Step Size Traversal Algorithm

    Yang Zheng
    625-630
    DOI: https://doi.org/10.54097/0h2qa355

  • Optimization Study of Laundry Cleaning Based on K-means Clustering and Simulated Annealing Algorithm

    Ye Zhang, Zhike Ma
    631-638
    DOI: https://doi.org/10.54097/ksb6he38

  • 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
    DOI: https://doi.org/10.54097/jvmf7f78

  • 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
    DOI: https://doi.org/10.54097/y57rye61

  • Modeling and analysis of ecosystem dynamics based on the Lotka-Volterra model

    Bosong Huang, Yingying Yang, Luhan Peng
    653-660
    DOI: https://doi.org/10.54097/pewswc51

  • Analysis of Global Core Countries from a Complex Network Perspective

    Peijie Zhao
    661-668
    DOI: https://doi.org/10.54097/qndhd050

  • 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
    DOI: https://doi.org/10.54097/grnnwa14