Vol. 124 (2025): 6th International Conference on Computer Science and Intelligent Communication (CSIC 2024)

December 21-22, 2024 | Vancouver, Canada

Editors: Elaine Reade, Yapeng Wang

ISBN: 979-8-89183-118-6

Published: 18-02-2025

Preface

Preface: 6th International Conference on Computer Science and Intelligent Communication (CSIC 2024)

Elaine Reade, Yapeng Wang

I

Articles

Integrating Multi-Sensor Fusion, AI, and 5G Communication for Advancing Autonomous Driving and Overcoming Key Challenges

Haofeng Gan

1-6
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Research on Production Decision Making Based on Differential Evolutionary Algorithms and Optimisation Models

Haihan Zhao

7-15
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Research on Automatic Vegetable Pricing Strategies Based on Multiple Machine Learning Algorithms

Yanchen Ji, Yuze Jiang, Yunfei Zhou

16-29
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A Comparative Analysis Between CNNs and ViTs for MRI-based Brain Tumor Classification

Yuteng Zhang

30-37
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Exploring the Realm of Automated Music Composition with Models based on Transformer and its Variants

Shuanglong Zhu

38-44
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Deep Learning-based Aesthetic Assessment of Food Images

Dian Zhang

45-51
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Application and Optimization Strategies of the Improved ResNet50 Model in Image Aesthetic Scoring

Peiling Wu

52-60
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An Investigation of Cross-dataset Model Generalization of Convolutional Neural Network

Zhengping Guan

61-65
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Accelerating Style Transfer: Enhancing Efficiency of Diffusion-Based Models with Advanced Sampling Methods

Shenghan Zhou

66-73
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Advancing Transposition-Preserving Pitch Estimation in Audio Signals with Neural Network Architectures

Xincheng Zhang

74-81
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A Hybrid Model for Image Aesthetic Assessment Integrating Theme Prediction and ViT-based Composition Analysis

Biao Xiang

82-88
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Revolutionizing Disease Detection with U-Net: Enhancing Biomedical Image Segmentation in Healthcare

Zehao Fan

89-95
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The Multifaceted Impact of Chess: Cognitive Enhancement, Educational Applications, and Technological Innovations

Regan Yang

96-101
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A Comparative Analysis of Printed Circuit Boards Defect Detection Leveraging Deep Learning Approaches

Zihan Zhou

102-107
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Applications of Reinforcement Learning on Humanoid Robot Controlling

Qirui Ge

108-114
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Application and Optimization of Reinforcement Learning Based on Deep Q-Network (DQN) in Complex Environments

Xiaochi Zhang

115-122
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The Role of Reinforcement Learning in Enhancing Education: Applications in Psychological Education and Intelligent Tutoring Systems

Jietao Xie

123-131
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A Research of Challenges and Solutions in Retrieval Augmented Generation (RAG) Systems

Jiafeng Gu

132-138
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The Investigation Related to the Influence of Different Parameters Based on Random Forest for Weather Prediction

Zhuoxing Yu

139-145
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A survey on the use of artificial intelligence in autonomous driving

Boyuan Kong

146-151
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House Price Prediction in Boston Based on BP Neural Network

Zuxin Chen

152-156
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Spam filtering system based on machine learning

Wenhai Dong

157-161
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Multiple Machine Learning Algorithms-based Credit Card Fraud Detection

Manho Yeung

162-168
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Evaluating the Performance of Support Vector Machines for Weather Forecasting

Ziyan Li

169-175
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Investigating the Impact of Parameter Variations of Transformer Models on Sentiment Classification

Peng Chen

176-182
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Personality Prediction Using RNN Leveraging the Big Five Model and Its Application in Personality-Adaptive Chatbots

Xuhan Tong

183-187
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Lung Cancer Prediction based on Machine Learning

Yuqi Zou

188-191
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Machine Learning - Titanic Survival Prediction Analysis

Meixuan Li

192-196
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Machine Learning Applications in Natural Disastermanagement

Yuxuan Wang

197-202
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A Study of Ocular Disease Prediction Based on Convolutional Neural Network Algorithm

Zimo Zhang

203-207
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Investigations on Convolutional Neural Network Based on Image Recognition

Haolin Dong

208-215
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A Comparative Analysis of Lightweight and Non-Lightweight Deep Learning Models for Agricultural Pest Identification

Chenglin Luo

216-220
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The Development Of 3D Reconstruction in The Field of Autonomous Driving Based on NeRF Methods

Han Wu

221-228
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The Spam Email Filter Based on the Bayes Method

Zihao Zhou

229-232
- PDF
Machine Learning-Based Personality Prediction Using the Myers-Briggs Type Indicator

Yi Luo

233-237
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Implementation and Evaluation of a Simple Convolutional Neural Network for Object Classification in Visual Assistance Systems

Raymond Pu

238-243
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Importance of Feature Extraction in Naïve Bayes Applied on Animal Classification

Tingliang Sun

244-248
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Prediction of GDP in Time Series Data Based on Exponential Smoothing Model and Neural Network Model

Chengxian Jin

249-253
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Advantages of Machine Learning in Image Recognition and Detection

Qiwei Deng

254-258
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The Role of Machine Learning in Healthcare: Predictive Models, Digital Interventions, and Randomized Clinical Trials

Muheyati Nuerlan

259-263
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The Application of AI Technology in Self-Driving Cars

Zongze Mu

264-267
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Implementation of Advanced RF Technology in 5G Communication Systems

Yuzhu Pan

268-275
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Predicting Pet Adoption Outcomes: A Comparative Study of Machine Learning Models

Ruier Zhang

276-281
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Machine Learning Algorithms for Predicting Stellar Light Curves of RR Lyrae Variables

Andrew Ma

282-295
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Research on Dynamic Channel Capacity Allocation Algorithms in 5G Networks

Zhenyu Xie

296-301
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Efficient Transmission Strategy in Wireless Communication Based on MIMO Technology

Conghuai Wang

302-307
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Research on Fractional Frequency Multiplexing Strategies in 5G Networks

Zihan Shen

308-313
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Research of Frequency Multiplexing in 5G Networks

Guoyi Zhang

314-319
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Massive MIMO Technology in 5G Networks

Yiheng Wang

320-325
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Signal Processing Methods in MIMO Communication Systems

Donghui Zhang

326-331
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Enhancing Emotion Recognition in Video Characters Through Multi-Modal Deep Learning Approaches

Mingyuan Yang

332-340
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Exploring The Impact of Feature Engineering and Data Organization on Sentiment Analysis of Twitter Data Using Machine Learning Algorithms

Chujie Deng

341-348
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Comparative Analysis of Convolutional Neural Networks on The Stability and Performance for Micro-Expression Recognition

Bangwei Tang

349-355
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A Comparative Analysis of CNN Models and Data Augmentation for Optimizing Traffic Sign Recognition

Ruizhe Zhu

356-361
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Integrating Multimodal Data for Deep Learning-Based Facial Emotion Recognition

Jialu Li

362-367
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Comparison of CNN-Based Models in Facial Micro-Expression Classification

Ruoxuan Liu

368-376
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Research on Facial Micro-Expressions Based on Deep Learning for Driver Fatigue Detection

Wentao Wang

377-384
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Sign Language Recognition Methods: Applications and Advances of Deep Learning Technology

Junan Jiang

385-390
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The Assembly and Manipulation of the Intelligent Transport Vehicle Equipped Robotic Arm

Yuheng Jiao, Dingyan Zhang

391-398
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The Role of AI In Predicting Students' Academic Grades

Zihan Yuan

399-404
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Combating false information in Emergencies: Leveraging LLMs for Targeted False Information and Clarification Generation

Jiahong Lin

405-415
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Research on Computer Model of Seismic Performance and Shear Bearing Capacity of Prefabricated Building Wall Structure Based on BIM

Ze Liu

416-422
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A Multi-Method Integrated Study on Parameter Constraint Analysis and Optimization for Emergency Maneuver Launch Missions

Zhiyuan Xiao

423-431
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A Comprehensive Study on the Application of Data Visualization in Feature Selection

Ziyi Fu

432-435
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Research on Leakage Protection Test Technology of Coal Mine Explosion-Proof Electric Appliances

Zhe Ju, Hongkui Zhang

436-439
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Design of a Selective Leakage Protection System for Coal Mine Load Center

Zhe Ju, Hongkui Zhang

440-443
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Design of Explosion-Proof Switch Safety Assessment System

Yukun Wang, Hongkui Zhang

444-448
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Research on Synchronous Acquisition and Processing Technology of Arc During Breaking Tests of Low-Voltage Electrical Devices

An Zu, Hongkui Zhang

449-453
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Research on the Protection Performance Testing Technology of Explosion-Proof Electrical Appliances in Mines

An Zu, Hongkui Zhang

454-458
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Research on Temperature Rise Testing Technology of Explosion-Proof Low-Voltage Feeder Switches in Coal Mines

An Zu, Hongkui Zhang

459-463
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Vol. 124 (2025): 6th International Conference on Computer Science and Intelligent Communication (CSIC 2024)

Preface

Articles

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