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

View 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
    DOI: https://doi.org/10.54097/rrp5z122

Articles

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

    Haofeng Gan
    1-6
    DOI: https://doi.org/10.54097/hdhjkf76

  • Research on Production Decision Making Based on Differential Evolutionary Algorithms and Optimisation Models

    Haihan Zhao
    7-15
    DOI: https://doi.org/10.54097/5zgm5g61

  • Research on Automatic Vegetable Pricing Strategies Based on Multiple Machine Learning Algorithms

    Yanchen Ji, Yuze Jiang, Yunfei Zhou
    16-29
    DOI: https://doi.org/10.54097/m3ch5m40

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

    Yuteng Zhang
    30-37
    DOI: https://doi.org/10.54097/s64djm51

  • Exploring the Realm of Automated Music Composition with Models based on Transformer and its Variants

    Shuanglong Zhu
    38-44
    DOI: https://doi.org/10.54097/gdz0mc66

  • Deep Learning-based Aesthetic Assessment of Food Images

    Dian Zhang
    45-51
    DOI: https://doi.org/10.54097/sd34ns56

  • Application and Optimization Strategies of the Improved ResNet50 Model in Image Aesthetic Scoring

    Peiling Wu
    52-60
    DOI: https://doi.org/10.54097/cgnx7r36

  • An Investigation of Cross-dataset Model Generalization of Convolutional Neural Network

    Zhengping Guan
    61-65
    DOI: https://doi.org/10.54097/j77b0p65

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

    Shenghan Zhou
    66-73
    DOI: https://doi.org/10.54097/035cr916

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

    Xincheng Zhang
    74-81
    DOI: https://doi.org/10.54097/92s4zt92

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

    Biao Xiang
    82-88
    DOI: https://doi.org/10.54097/ge772158

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

    Zehao Fan
    89-95
    DOI: https://doi.org/10.54097/1azdbv04

  • The Multifaceted Impact of Chess: Cognitive Enhancement, Educational Applications, and Technological Innovations

    Regan Yang
    96-101
    DOI: https://doi.org/10.54097/p0p0v281

  • A Comparative Analysis of Printed Circuit Boards Defect Detection Leveraging Deep Learning Approaches

    Zihan Zhou
    102-107
    DOI: https://doi.org/10.54097/11xrk596

  • Applications of Reinforcement Learning on Humanoid Robot Controlling

    Qirui Ge
    108-114
    DOI: https://doi.org/10.54097/qm1n5316

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

    Xiaochi Zhang
    115-122
    DOI: https://doi.org/10.54097/yynknn80

  • The Role of Reinforcement Learning in Enhancing Education: Applications in Psychological Education and Intelligent Tutoring Systems

    Jietao Xie
    123-131
    DOI: https://doi.org/10.54097/rkxbvk42

  • A Research of Challenges and Solutions in Retrieval Augmented Generation (RAG) Systems

    Jiafeng Gu
    132-138
    DOI: https://doi.org/10.54097/364hex16

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

    Zhuoxing Yu
    139-145
    DOI: https://doi.org/10.54097/b2sfxa17

  • A survey on the use of artificial intelligence in autonomous driving

    Boyuan Kong
    146-151
    DOI: https://doi.org/10.54097/v0gjay68

  • House Price Prediction in Boston Based on BP Neural Network

    Zuxin Chen
    152-156
    DOI: https://doi.org/10.54097/2vq1wq81

  • Spam filtering system based on machine learning

    Wenhai Dong
    157-161
    DOI: https://doi.org/10.54097/zewj7866

  • Multiple Machine Learning Algorithms-based Credit Card Fraud Detection

    Manho Yeung
    162-168
    DOI: https://doi.org/10.54097/5bxeae69

  • Evaluating the Performance of Support Vector Machines for Weather Forecasting

    Ziyan Li
    169-175
    DOI: https://doi.org/10.54097/c3xdzm32

  • Investigating the Impact of Parameter Variations of Transformer Models on Sentiment Classification

    Peng Chen
    176-182
    DOI: https://doi.org/10.54097/qah1rn94

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

    Xuhan Tong
    183-187
    DOI: https://doi.org/10.54097/1rw5wc75

  • Lung Cancer Prediction based on Machine Learning

    Yuqi Zou
    188-191
    DOI: https://doi.org/10.54097/qa56rs79

  • Machine Learning - Titanic Survival Prediction Analysis

    Meixuan Li
    192-196
    DOI: https://doi.org/10.54097/frg00911

  • Machine Learning Applications in Natural Disastermanagement

    Yuxuan Wang
    197-202
    DOI: https://doi.org/10.54097/zx4yng38

  • A Study of Ocular Disease Prediction Based on Convolutional Neural Network Algorithm

    Zimo Zhang
    203-207
    DOI: https://doi.org/10.54097/mhmfj132

  • Investigations on Convolutional Neural Network Based on Image Recognition

    Haolin Dong
    208-215
    DOI: https://doi.org/10.54097/g1pbt481

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

    Chenglin Luo
    216-220
    DOI: https://doi.org/10.54097/rp8gc123

  • The Development Of 3D Reconstruction in The Field of Autonomous Driving Based on NeRF Methods

    Han Wu
    221-228
    DOI: https://doi.org/10.54097/2a314516

  • The Spam Email Filter Based on the Bayes Method

    Zihao Zhou
    229-232
    DOI: https://doi.org/10.54097/03xmee88

  • Machine Learning-Based Personality Prediction Using the Myers-Briggs Type Indicator

    Yi Luo
    233-237
    DOI: https://doi.org/10.54097/rct4g216

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

    Raymond Pu
    238-243
    DOI: https://doi.org/10.54097/2tw8na43

  • Importance of Feature Extraction in Naïve Bayes Applied on Animal Classification

    Tingliang Sun
    244-248
    DOI: https://doi.org/10.54097/6dp2f003

  • Prediction of GDP in Time Series Data Based on Exponential Smoothing Model and Neural Network Model

    Chengxian Jin
    249-253
    DOI: https://doi.org/10.54097/pkr43x64

  • Advantages of Machine Learning in Image Recognition and Detection

    Qiwei Deng
    254-258
    DOI: https://doi.org/10.54097/g32sgd55

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

    Muheyati Nuerlan
    259-263
    DOI: https://doi.org/10.54097/fvsc1952

  • The Application of AI Technology in Self-Driving Cars

    Zongze Mu
    264-267
    DOI: https://doi.org/10.54097/ababkc59

  • Implementation of Advanced RF Technology in 5G Communication Systems

    Yuzhu Pan
    268-275
    DOI: https://doi.org/10.54097/3ynxaw12

  • Predicting Pet Adoption Outcomes: A Comparative Study of Machine Learning Models

    Ruier Zhang
    276-281
    DOI: https://doi.org/10.54097/pky5zh96

  • Machine Learning Algorithms for Predicting Stellar Light Curves of RR Lyrae Variables

    Andrew Ma
    282-295
    DOI: https://doi.org/10.54097/zwczp181

  • Research on Dynamic Channel Capacity Allocation Algorithms in 5G Networks

    Zhenyu Xie
    296-301
    DOI: https://doi.org/10.54097/adcm3051

  • Efficient Transmission Strategy in Wireless Communication Based on MIMO Technology

    Conghuai Wang
    302-307
    DOI: https://doi.org/10.54097/r9qncm06

  • Research on Fractional Frequency Multiplexing Strategies in 5G Networks

    Zihan Shen
    308-313
    DOI: https://doi.org/10.54097/jf1y1p12

  • Research of Frequency Multiplexing in 5G Networks

    Guoyi Zhang
    314-319
    DOI: https://doi.org/10.54097/qc8pkg60

  • Massive MIMO Technology in 5G Networks

    Yiheng Wang
    320-325
    DOI: https://doi.org/10.54097/ve6f6w55

  • Signal Processing Methods in MIMO Communication Systems

    Donghui Zhang
    326-331
    DOI: https://doi.org/10.54097/dy7y1t24

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

    Mingyuan Yang
    332-340
    DOI: https://doi.org/10.54097/hws7ck61

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

    Chujie Deng
    341-348
    DOI: https://doi.org/10.54097/j597br86

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

    Bangwei Tang
    349-355
    DOI: https://doi.org/10.54097/szqds112

  • A Comparative Analysis of CNN Models and Data Augmentation for Optimizing Traffic Sign Recognition

    Ruizhe Zhu
    356-361
    DOI: https://doi.org/10.54097/c7h52b24

  • Integrating Multimodal Data for Deep Learning-Based Facial Emotion Recognition

    Jialu Li
    362-367
    DOI: https://doi.org/10.54097/gpy08650

  • Comparison of CNN-Based Models in Facial Micro-Expression Classification

    Ruoxuan Liu
    368-376
    DOI: https://doi.org/10.54097/bkbs9y68

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

    Wentao Wang
    377-384
    DOI: https://doi.org/10.54097/eafzpz84

  • Sign Language Recognition Methods: Applications and Advances of Deep Learning Technology

    Junan Jiang
    385-390
    DOI: https://doi.org/10.54097/ryyycp94

  • The Assembly and Manipulation of the Intelligent Transport Vehicle Equipped Robotic Arm

    Yuheng Jiao, Dingyan Zhang
    391-398
    DOI: https://doi.org/10.54097/3ypzsm72

  • The Role of AI In Predicting Students' Academic Grades

    Zihan Yuan
    399-404
    DOI: https://doi.org/10.54097/x58yaw45

  • Combating false information in Emergencies: Leveraging LLMs for Targeted False Information and Clarification Generation

    Jiahong Lin
    405-415
    DOI: https://doi.org/10.54097/113d2p18

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

    Ze Liu
    416-422
    DOI: https://doi.org/10.54097/dem68v56

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

    Zhiyuan Xiao
    423-431
    DOI: https://doi.org/10.54097/d13tzz23

  • A Comprehensive Study on the Application of Data Visualization in Feature Selection

    Ziyi Fu
    432-435
    DOI: https://doi.org/10.54097/xm294797

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

    Zhe Ju, Hongkui Zhang
    436-439
    DOI: https://doi.org/10.54097/g8qtka76

  • Design of a Selective Leakage Protection System for Coal Mine Load Center

    Zhe Ju, Hongkui Zhang
    440-443
    DOI: https://doi.org/10.54097/zrwstp87

  • Design of Explosion-Proof Switch Safety Assessment System

    Yukun Wang, Hongkui Zhang
    444-448
    DOI: https://doi.org/10.54097/kpyqdk91

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

    An Zu, Hongkui Zhang
    449-453
    DOI: https://doi.org/10.54097/4a0fma24

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

    An Zu, Hongkui Zhang
    454-458
    DOI: https://doi.org/10.54097/2t5vwe83

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

    An Zu, Hongkui Zhang
    459-463
    DOI: https://doi.org/10.54097/scxthp53