Vol. 9 (2025): 3rd International Conference on Artificial Intelligence, Database and Machine Learning (AIDML 2025)

Editors: Humphrey Arthur, Fan Huang

Dates: June 07-08, 2025

Venue: Rotterdam, Netherlands

ISSN: 2960-1800, eISSN: 2960-2238

ISBN: 978-1-961651-47-0

Conference Link: http://www.aidml.org

Published: 10-07-2025

Preface

Preface: 3rd International Conference on Artificial Intelligence, Database and Machine Learning (AIDML 2025)

Humphrey Arthur, Fan Huang

I

Articles

Enhancing Fantasy Novel Illustrations through AI-Driven Unpaired Image Translation and Diffusion Models

Junyi Luo

1-6
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Joint Restoration Method Based on Super-resolution Network and Diffusion Model

Mengran Xin, Chenghan Li, Mengyao Xin

7-15
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Application of Pre-training Model in Natural Language Processing

Zhaosicheng Chu

16-23
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Deep Learning-Based Exploration of Text Meaning

Junlin Huang, Xuan Liu

24-29
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A Survey of Text Aspect-level Sentiment Classification Focusing on Relevance

Xinyu Du

30-39
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Expanding Movie Sentiment Analysis with Fastai

Shunqian Mao

40-43
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A Review of Applications of Speech Synthesis Technology

Wenhao Xiong

44-52
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Progress of Pathological Image Analysis Based on deep Learning

Zibing Hua

53-59
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Analysis and Application Research of Typical Technologies of Generative AI in the Context of Games

Shuzhao Shen

60-70
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A Study of Exploration-Exploitation Strategies in Unconventional Situations

Zhangqi Zheng

71-79
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Research Progress and Challenges of Computer Vision Object Detection Technology

Chun Ho Ma

80-85
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Towards a Unified and Adaptive Smart Home System: Deep Learning and iot Integration

Denghan Xu

86-93
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Typical Method Combination of Global Path Planning Technology Based on SLAM Technology

Xinyue Li

94-100
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Design and Application Research of Dynamic NPC System Based on Local Large Language Models

Xinrui Li

101-107
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Research and Analysis on Text Interaction Methods Based on Large Language Models

Shangze Yu

108-114
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Research on the Application of Image-based Gesture Recognition Technology in Classical Industries

Yang Wang

115-119
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A Systematic Survey of Multi-Agent Reinforcement Learning

Junyi Leng

120-125
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Advances in Image Inpainting: Global Context Modeling via Transformers and Diffusion Models

Jiaoyang Li

126-133
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Modeling and Multi Source Signal Processing of High Precision Perception Sensing System in Intelligent Robots

Sitong Man

134-138
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Understanding Convolutional Neural Networks for Image Classification

Jinghan Xu

139-145
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Advancements in Semantic Segmentation Using Deep Learning Approaches

Chenhuan Ni

146-153
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Predicting Heart Disease Risk Using Machine Learning: A Comparative Analysis of Linear and Nonlinear Models

Xuchong Su

154-159
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Optimal Machine Learning Algorithms for Predicting the Popularity of Songs

Zhuoyang Tao

160-164
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Comparing Linear Regression and Random Forest for Housing Price Prediction: Insights from the Boston Housing Dataset

Guoguo Chen

165-171
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Advances in Deep Learning-Based Bone Age Assessment Research

Zhenyu Du

172-179
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The Investigation on the Influence of Dimension Manipulation on Regret Performance Using Upper Confidence Bound Algorithm

Wentao Qian

180-184
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Data Annotation Methodologies for Fake News

Ruiyi Wang

185-190
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Application Review of Network Attack Detection Based on Deep Learning

Yixuan Liu, Jiaohang Yu

191-196
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Comparative Study on Fusion Method Based on Multimodal Speech Emotion Recognition of Speech and Text

Xinjie Xie

197-207
- PDF
Image-Based Chip Defect Detection

Zehou Liu

208-215
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Fine - Tuning and Optimization of Live2D Facial Expression Recognition Based on Vision Transformer (ViT)

Ziyang Chen

216-222
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A Review on Semantic Understanding of Road Incidents Based on Vehicle-mounted Vision Systems

Zesheng Ma

223-230
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Analysis of Depth-based and Diffusion Model-based Toon Shading in 3D and 2D Rendering

Shiming Huang

231-235
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Artificial Intelligence-Driven 3D Modeling: Transformative Applications Analysis

Kunliang Rao

236-245
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Evolution of Shader Technology: From Fixed Pipeline to Real-Time Ray Tracing, A Case Study on Racing Games

Yujie Feng

246-252
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Research on Intelligent 3D Modeling and Rendering and Application Analysis

Fengyuan Liu

253-257
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Fluid Simulation Analysis of Eulerian, Lagrangian, and Hybrid Approaches for Graphics and CFD Applications

Yuming Zhang

258-263
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A Technical and Practical Comparison of Traditional and Neural Rendering Methods in Games

Daiyao Lin

264-270
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Exchange Rate Prediction: Micro and Macro Factors, Machine Learning, and Future Directions

Bohan Wang

271-277
- PDF
Forecasting USD/CNY Exchange Rates Using Machine Learning

Ruihua Gong

278-286
- PDF
Knowledge Graphs: Technical Construction, Cross-Domain Applications and Future Challenges

Xuanyu Chen

287-293
- PDF
Stock price prediction model based on machine learning

Jiajun Sun

294-298
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Prediction of Chronic Kidney Disease Based on Comparison of Machine Learning Models

Pai Li

299-304
- PDF
Predicting Student Depression Using Machine Learning

Bo Peng

305-312
- PDF
Customer Churn Prediction System Based on Flask

Jiasong Ye

313-318
- PDF
Towards Efficient LLMs: Analyzing Computational Bottlenecks and Optimization Strategies

Taowen Qian

319-323
- PDF
Analysis of Rendering Technology on the development of the film and television Industry and Global Cultural Exchange

Weiyu Ouyang

324-330
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Analysis of Key Mechanics for The Impact of Game Design on Player Experience

Dongwei Wang

331-336
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Stock Prediction Based on Machine and Deep Learning

Qilong Zhong

337-344
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Lung Cancer Prediction Using Machine Learning: A Comparative study of Classification Algorithms

Yikun Zhao

345-350
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Performance Comparison of GPipe-Optimized VGG16 and LeNet Networks for Malaria Microscopy Image Classification

Zhentao Lu

351-360
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Application of Multiple Machine Learning Models based on Python in Predicting the Risk of Esophageal Cancer

Junhan Zhao

361-367
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Evaluating Machine Learning Models in Housing Price Forecasting

Kailin Wang

368-373
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Comparative Analysis of Traditional Statistical and Machine Learning Approaches in Credit Scoring Applications

Leung Hon Sum

374-383
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Artificial Intelligence in Games: Enriching Game Content and Enhancing Player Experience

Chengzi Jiang

384-391
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Comparative Analysis of Video Frame Interpolation from Optical Flow to Diffusion Models

Tianlang Yin

392-398
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Applications and Analysis of Artificial Intelligence in Modern Education

Jinrong Guo

399-405
- PDF
A Review of Image Restoration Based on Deep Learning

Hongze Zuo

406-415
- PDF
Key Applications of AI Question-Answering Systems: Research and Technical Analysis Based on Game Text and Dialogue

Qineng Wu

416-422
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Design and Optimization of a Chinese Chess engine Based on MCTS

Jiashu Chang

423-428
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Applications of Artificial Intelligence in Rare Disease Research: A Technical Framework and Future Prospects

Yunfan Chen, Hairui Hu, Ziqin Xue

429-437
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The Influence of Moral Choices in Video Games on Real-World Decision-Making and Empathy

Bangqiao Wang, Youyou Wu, Zirui Xu

438-443
- PDF
Interactive Volumetric Fog System in Unreal Engine 5 Using Distance Fields and GPU Particle Simulation

Xi Wei

444-449
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Analysis of Procedural Content Generation and Stylisation Techniques in Developing Video Games

Junkai Xie

450-455
- PDF
Research on Optimization of Fine 3D Reconstruction Process Based on SfM-MVS

Zhuoyuan Wu

456-467
- PDF
Multi-agent Game Theory Applied in Artificial Intelligence

Chang Yuan

468-472
- PDF
Research on Network Security Attack Defense Mechanism and Its Development Trend

Xiulin Yang

473-477
- PDF
Application of Five Machine Learning Techniques for Stellar Classification on SDSS DR18

Haiqi Su

478-487
- PDF
Application of Data Mining in Education

Qihao Chen

488-494
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Interface Optimization: Progress and Applications Based on Multidimensional Technological Integration

Zijun Ma

495-500
- PDF
Predicting the Strength of Concrete in an Intelligent Manner: A Research Grounded on Random Forest

Xuanhuai Song

501-506
- PDF
Research on Stock Index Prediction Based on SARIMA-BP-KPCA+RF Model

Fengying Yan

507-514
- PDF
Applications and Challenges of Artificial Intelligence in the Field of Cybersecurity

Qiyue Yang

515-521
- PDF
Algorithm Evolution and Technical Challenges in Autonomous Driving Object Detection

Xu Gao

522-526
- PDF
Comparative Analysis Research on Machine Learning Models in Credit Risk Assessment

Bohan Zhang

527-538
- PDF
Comparing Machine Learning Models for Predicting YouTube Video Like-to-View Ratios

Xinming Zhao

539-546
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A Comprehensive Review of Stock Index Prediction Methods: From Traditional Econometrics to Deep Learning with Attention Mechanisms

Zihang Sun

547-552
- PDF
Diabetes Risk Prediction Model Using Machine Learning

Boyi Yang

553-558
- PDF
Research and Model Development for Gastric Cancer Risk Prediction

Tianyu Li

559-563
- PDF
Dynamic Feature Engineering for Breast Cancer Risk Stratification: A Machine Learning System Integrating Clinical Guidelines

Borui Liao

564-568
- PDF
Could AI Anchors Replace Real Anchors in News Reporting?

Bowen Yang

569-578
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SmarTax: An Intelligent Tax Policy Maker via Multi-agent Reinforcement Learning and Irrationality of Humans

Tianlang Xiong

579-591
- PDF
Implementation of Random Forest Algorithm Based Medal Count Prediction

Shuai Chen, Junjie Wang, Yuhang Wu

592-599
- PDF
Application of Ant Colony Algorithm and Genetic Algorithm in Multi-Objective Dynamic Equalization Scheduling of AGVs

Lu Liang, Mingyuan Liu, Ziyi Xiong

600-607
- PDF
The Impact of Artificial Intelligence on Supply Chain Resilience: An Empirical Study

Zhiwei Xu

608-628
- PDF
Predicting House Prices Using Machine Learning Models

Tianying Zhao

629-633
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Using Machine Learning Algorithms for Assisting Heart Disease Diagnosis

Jiaxi Miao

634-638
- PDF
Application of Machine Learning Methods in Predicting Chemical Solubility

Shengye Shi

639-643
- PDF
Diamond Price Prediction Based on Regression Model: Comparison and Analysis of Different Algorithms

Qifeng Xiao

644-650
- PDF
Efficient Rendering Analysis for Converting 3D to 2D Cartoon Style

Tingkai Hu

651-656
- PDF
From Mode Collapse to Quantum Generation: Architectural Innovations, Evaluation Dilemmas, and Multimodal Fusion Paths for Generative Adversarial Networks (GAN)

Boyu Zhang

657-663
- PDF
Development Trends and Future Prospects of Artificial Intelligence in Medical Image Processing

Cheng Luo

664-673
- PDF
A Review of the Safety Survey of Intelligent Driving

Hao Wang

674-679
- PDF
How Machine Learning Drives Intelligent Transformation in Manufacturing

Yiming Zhang

680-683
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A Review of Machine Learning and Deep Learning Approaches for Predicting Greenhouse Gas Emissions

Xiaowen Chen

684-690
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Review on Dexterous Hand Technology Empowered by Computer Science: Multidimensional Integration and Innovative Progress

Di Li

691-702
- PDF
From Rule-Driven to Data-Driven: Technological Evolution, Challenges, and Future Trends in Smart Contract Vulnerability Detection

Qiheng Yu

703-709
- PDF
Data Prediction and Intervention Effect Analysis Based on Random Forest and DID Algorithm

Yue Zhong, Bin Wu

710-718
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Vol. 9 (2025): 3rd International Conference on Artificial Intelligence, Database and Machine Learning (AIDML 2025)

Preface

Articles

Indexing

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