Vol. 138 (2025): 3rd International Conference on Computer, Machine Learning and Artificial Intelligence (CMLAI 2025)

March 29-30, 2025 | San Francisco, USA

Editors: Evangeline Katrine, Jie Li

ISBN: 979-8-89183-146-9

Published: 11-05-2025

Preface

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

Evangeline Katrine, Jie Li

I

Articles

Music Composition Based on Generative Modeling with Artificial Intelligence: Challenges, Innovations and Perspectives

Zichen Wang

1-7
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Next-Generation Cybersecurity Threat Detection: Integration with Artificial Intelligence

Kaiwen Zheng

8-16
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Visualization Study Based on Cab Trajectory Data

Aitong Lyu

17-23
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Exploring Optimal Prefetching Sizes in RaLMSpec to Enhance Retrieval-Augmented Generation Efficiency

Shuxin Liu

24-31
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Overview of the Research on Improved YOLO Model in Insulator Defect Detection

Xuanrui Hu

32-41
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A Review on Background, Technology, Comparison, and Future Tendency of Video Generation

Zhiyu Han

42-49
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BigGAN: Advances, Applications, and Challenges in Generative Image Processing

Wenqing Yan

50-57
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Review on the Application of Machine Learning in Medical Image

Ziyuan Zhang

58-64
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A Review of Research on Emotional Music Generation

Yuhang Wang

65-69
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Applications for Reinforcement Learning in Robotics: A Comprehensive Review

Zicheng Shang

70-76
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Neural Style Transfer: A Review and Analysis

Jiacheng Cao

77-82
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A Chatbot with Emojis and Memes

Ling He

83-89
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AI-Signaturer: AI Automatic Signature Generation Based on Pix2pix

Busheng Zhang

90-95
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Comprehensive Evaluation Frameworks and Future Directions: Current State and Challenges of Text-to-Image Generation Models

Linpeng Shang

96-101
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Challenges in the Development of Smart Elderly Care Services: Focusing on the Needs of the Elderly and Artificial Intelligence Technology

Li Jia

102-113
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Reducing Power Inequality in the Age of AI and the Internet: A Practical Summary of Experience Using Toolkits

Sixuan Liu

114-120
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Optimization of Crop Planting Strategies Based on Monte Carlo Model under Dynamic Multifactor Analysis

Teng Zheng, Fengwei Wang, Xinyue Zhu

121-131
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Distributed Denial of Service Attack with Large Language Model

Haojun Wang

132-137
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Research on Image Recognition and Deep Learning Models in Computer Vision

Chunpu Qiao

138-146
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Comparative Analysis of CNN-Based Object Detection Models: Faster R-CNN, SSD, and YOLO

Zhenyi Su

147-152
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Research in the Application of AI and LLM in Educational Field

Zhating Wang

153-156
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Research on Integration and Optimization of Intelligent Warehouse and Logistics Information System in E-commerce Supply Chain

Zehao Cheng

157-162
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Forest Fires Burned Area Monitoring with AI Machine Learning Algorithms

Xingrui Ren

163-170
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Research on a Computer Vision-Based Guide Glasses System for the Visually Impaired

Enci Wang , Xinhui Cai, Sixuan Chen

171-180
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A combined prediction model with multi-module integration for short-term power load forecasting

Yixiang Ding

181-194
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An Analysis of Typhoon Paths and Intensity Based on Feature Engineering and Machine Learning

Dongming Ma

195-202
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Travel Route Optimization Based on 0-1 Integer Programming

Lijia Liu, Yixin He, Xuefeng Peng, Zehao Yu, Junyuan Deng, Yahao Bie

203-210
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Research on Medal Prediction for Events Based on LSTM and BP Neural Networks

Shihao Zhang, Yang Zhou

211-219
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Attention-based MobileNet for Effective Recognition of Brain Tumors

Tianyi Du

220-225
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International Comparisons and Implications for Regulatory Policy and Management of Artificial Intelligence

Zhian Tan

226-231
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From Words to Waves: How Gender Bias Perpetuates AI-Based Music Generation

Bruce Wu

232-245
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Reinforcement Learning-Based Optimization of Quality-of-Service and Path Planning for Multi-UAV Mobile Edge Computing

Xiang Li , Qi Liu, Zhuocheng Yang

246-254
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Research on Real time Obstacle Recognition and Avoidance Strategies for Mobile Robots Based on YOLOv5

Liyuan Shao

255-264
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Assessment of Great Coach Effect in Olympics

Jianzhang Li, Yueran Zhang

265-271
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Research on 3D map reconstruction of coal mine underground roadway based on lidar

Xuebin Qin, Wei Tang, Yun Gao

272-278
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Optimization Model for Crops Planting

Kailing Chen, Junxu Chen

279-286
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ResDAU-Net AE signal pickup

X.B. Qin, Y. Gao, W. Tang

287-294
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Research on Intelligent Routing for Campus Library Deliveries Based on Simulated Annealing Algorithm

Peidong Xing, Kaiyue Meng, Na Min

295-302
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Research on UAV positioning model based on pure azimuth passive positioning

Jiayang Xiao, Junnan Zhong

303-310
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Prediction of CO2 Solubility in Ionic Liquids Based on Machine Learning and Analysis of SHAP

Zian Yan, Peng Jia, Yanhong Huang, Yifan Zhang, Pengzhi Bei , Song Xue, Qianqian Xu

311-319
Cybersecurity Assessment Based on Entropy Weight Method and Polynomial Regression Modeling

Yibo Zhang

320-326
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Tourism Development Study of Juno ICSS Model Based on Multi-Objective Genetic Algorithm NSGA-II

Geyao Zhu

327-336
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Fall Risk Prediction Model for Chinese Community-Dwelling Older Adults Aged 60+

Zhihao Jin, Xinghua Ma

337-350
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Vol. 138 (2025): 3rd International Conference on Computer, Machine Learning and Artificial Intelligence (CMLAI 2025)

Preface

Articles

Indexing

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