Vol. 85 (2024): 5th International Conference on Computer Science and Intelligent Communication (CSIC 2023)

December 30-31, 2023 | Vancouver, Canada

Editors: Elaine Reade, Yapeng Wang

ISBN: 979-8-89183-038-7

Published: 13-03-2024

Preface

Preface: 5th International Conference on Computer Science and Intelligent Communication (CSIC 2023)

Elaine Reade, Yapeng Wang

I

Articles

Design of Multi-Time Scale Power Trading Platform in Regional Spot Market

Jianrong Qin, Hongpeng Qi, Lijuan Qin, Tian Xie, Jiangzhi Mo

1-8
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The Latest Progress in Human-Computer Dialogue System

Yanbo Feng

9-19
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Prediction of Anorexia Risk Based on Decision Tree

Jinyu Xie

20-25
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Utilizing Machine Learning Algorithms for Architectural Design

Katrina Sung

26-32
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Assessment of road safety performance based on Entropy-RSR model

Haoyuan Sun

33-37
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Cauchy's Criterion for Non-negative Hyperbolic Series

Xin Chen, Yuxin Li, Zhuolin Zhu

38-44
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Research on the Interrelationship of Sustainable Development Goals Based on Multilayer Network Modeling

Xiaotian Zhu, Xiaoxiao Xu, Fengru Gu

45-51
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Multi-Beam Line Measurement Model Based on Analytic Geometry

Rui Xi, Lingfeng Lv, Xiaochen Yan

52-58
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Research on multi-beam line measurement based on theoretical derivation and particle swarm optimization model

Xuanliang Chen, Weiye Liu, Ruoyu Chen

59-67
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Application research of 5G/6G cellular network in intelligent Transportation Internet of Things

Cunhui Hu

68-76
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A Comprehensive Analysis of Game theory on Multi-Agent Reinforcement

Wentao Fan

77-88
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Bidirectional Flow-Based Image Representation Method for Detecting Network Traffic Service Categories

Ziyu Jiang

89-95
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Research on Multi-agent Sparse Reward Problem

Fanxiao Meng

96-103
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Research on Federated Learning Algorithms in Non-Independent Identically Distributed Scenarios

Jikun Wu, JiaHao Yu, YuJun Zheng

104-112
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Optimization Research and Solutions for the Cold Start Problem in Serverless Computing

Haoyuan Gao

113-120
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Federated Learning Security Threats and Defense Approaches

Zecheng Feng

121-127
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A Comprehensive Survey on Blockchain Technology and Its Applications

Jiajun Liu, Junhao Wu

128-138
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Risk Analysis Research on SMS Verification Code and Biometric Recognition Technology

Likun Yu

139-144
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Research on AWG-based Switching Dual-Wavelength Fiber Lasers

Haojun Tan

145-153
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Case Analysis on Three Methods of BCI Systems for Stroke Rehabilitation

Jinshuo Wang

154-161
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Deep Learning Methods for EEG Applications: Focusing on CNN and RNN

Jinfan Xiang

162-168
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Predicting Loan Default: A Comparative Analysis of Multiple Machine Learning Models

Yuelin Jiang

169-175
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Multi-Technique Integration in Brain-Computer Interface-VR: Challenges and Opportunities

Haoqi Li

176-183
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Optimizing Brain-Computer Interfaces through Spiking Neural Networks and Memristors

Jiahong Xu

184-190
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Advancements in Private Set Union: Protocols, Security Frameworks, and Applications

Zihan Lin, Jingyan Wang, Shuaiqi Xu

191-195
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Generative AI: An In-depth Exploration of Methods, Uses, and Challenges

Shang Wang

196-202
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Comparative Assessment of Attack Strategies and Their Efficacy on the RSA Encryption Algorithm

Zhengli Hao

203-211
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Efficient Cloud-Assisted Protocol for Private Set Intersection Computation

Jihan Qin

212-216
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Pagerank Algorithms and Multi-Particle Environments Using Pettingzoo: Network Simulation and Validation

Yi Li

217-224
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Early Heart Disease Diagnosis Method Based On KNN

Yuxuan Su, Zhen Yang

225-230
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Brain-Computer Interface for Emotion Recognition Based on Electroencephalography

Ziyan Fan

231-238
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Analysis Of One-Class and Binary Classification For COVID-19 Image Data

Huihan Cui

239-246
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Different Types of Neural Networks and Applications: Evidence from Feedforward, Convolutional and Recurrent Neural Networks

Yumin Pan

247-255
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Research On Traffic Sign Detection Based on Transformer and Yolov5

Zhonghao Xie

256-264
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Research On Laptop Price Predictive Model Based on Linear Regression, Random Forest and Xgboost

Peiru Tian

265-271
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Predictive Modeling of Seismic Events: A Comparative Analysis Of K-Nearest Neighbors and Random Forest Algorithms

Dayang Sun

272-279
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Visual analysis of behavioral differences in online dating by age and gender

Xirui Hou

280-285
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Relationship Between Earth-Moon Distance and Tides

Yanzhuo Bai, Shengwen Chang, Shangcheng Wu

286-292
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Research And Application Analysis of Multimodal Emotion Recognition Methods Based on Speech, Text, And Facial Expressions

Jiaqi Sun

293-297
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Enhancing User Experience Using a Framework Integrating Emotion Recognition and Eye-Tracking

Jianyi Wang

298-308
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Enhancing Cancer Prediction Accuracy Through Real-Time Monitoring and Artificial Intelligence Analysis for Patients

Zichang Wang

309-315
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Image Segmentation Based On U-Net and Adjusted U-Nets

Jixun Pan

316-327
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Forecasting Stock Price: A Deep Learning Approach with LSTM And Hyperparameter Optimization

Yifan You

328-338
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Movie Recommendation System Using KNN, Cosine Similarity and Collaborative Filtering

Yuetong Wu

339-346
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Core Technology, Typical Applications, And Future Development Prospects of ChatGPT

Jingyu Hu

347-353
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Evaluative Comparison of Machine Learning Algorithms for Precision Diagnosis in Breast Cancer

Jiarui Li

354-362
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Age Estimation from Facial Photos: A CNN-Based Approach with Multi-Model Feature Fusion

Zixuan Lyu

363-375
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Traffic Accident Severity Prediction Based on Data Cleaning and Machine Learning (Random Forest / Xgboost)

Wenjing Zhou

376-388
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Application And Optimization of Deep Reinforcement Learning in News Recommendation

Ziyan Li

389-395
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Enhancing Flappy Bird Performance With Q-Learning and DQN Strategies

Yanqin Guo

396-402
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Integrating Multi-Agent Deep Deterministic Policy Gradient and Go-Explore for Enhanced Reward Optimization

Muchen Liu

403-410
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Heart Disease Prediction Method Based On ANN

Qizhong Chen, Ningyao Ma

411-417
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Research Advanced in Technology and Applications of Image Recognition Based on Deep Learning

Zihan Lu, Guanyu Qiao, Shaozhe Zhang

418-425
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Research Advanced in The Current State of Gait Recognition Based on Deep Learning

Anya Wang, Ziyang Xiong, Haotian Ying

426-433
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Simulation Analysis of Fire-Fighting Path Planning Based On SLAM

Jingliang Jing

434-442
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Aspect-Based Sentiment Analysis of Specific Targets

Lei Hong

443-451
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Research Advanced in Image Generation Based on Diffusion Probability Model

Yuhan Huang

452-456
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Research On Adaptation and Generalization Issues in Image Processing

Yufan Liu

457-463
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Prediction Of Mild Cognitive Impairment to Alzheimer’s Disease Conversion Via Machine Learning

Gordon Tianxiao Chen

464-470
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Research On the Development of Intelligent Face Recognition System for Business Competition in Chatgpt Industry

Ruoxi Wang

471-479
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Designing And Implementing a Chat System with Enhanced Security Via AES Encryption Methods

Heyang Liu

480-486
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Blockchain-Enhanced Privacy Protection in Social Network Research and Applications

Lin Li

487-493
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Authenticating Account Balances in the Bitcoin Ecosystem via Merkle Trees

Zichen He

494-500
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Rent Price Prediction with Advanced Machine Learning Methods: A Comparison of California and Texas

Hong Ru Chan

501-510
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Forecasting The Population of China From 2020 To 2025 Based on Random Forest and Linear Regression

Weibo Wang

511-518
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Comparison Of 6 Machine Learning Models in Estimating Population Growth

Yitong Huang

519-523
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Netflix Stock Price Prediction Based on Machine Learning

Jiahao Shi

524-530
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Using The Regression Method to Discover the Relationship Between Real Estate and Stock Market

Zixuan Li

531-538
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Data Analysis in Deep-Sea Mineral and Organism Interplay: A Review

Yuanqi Pan

539-544
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Artificial Intelligence Methods in Natural Language Processing: A Comprehensive Review

Yanhan Chen, Hanxuan Wang, Kaiwen Yu, Ruoshui Zhou

545-550
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Analysis Of Synthesizing Natural Sounds Based on Nyquist

Yue Yu

551-555
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Analysis Of the Principle and Application of Machine Learning for Music Composition

Yingkai Sun

556-562
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Analysis Of Different Types of Digital Audio Workstations

Yutong Yang

563-569
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Algorithmic Composition of Music Utilizing the Digits of Pi

Jingtian Wu

570-577
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Implementation Of Machine Learning and Artificial Intelligence for Music Composition

Xiaohan Yang

578-584
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The Happy and Sad Music Recognition Using Simple 2D CNN.

Ziyi Liang

585-590
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Synthetic Music Random Generation Based on Nyquist

Wenhao Li, Zhengmo Ma, Zijian Zou

591-596
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Time Series Data Forecasting: Alcohol Sales Prediction Based on Prophet

Yuhan Kuang

597-601
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Research Advanced in Multimodal Emotion Recognition Based on Deep Learning

Weiqi Kong

602-608
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Web Design for Emotion Tracking in Individuals with Major Depressive Disorder

Yingzi Li

609-615
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Application Programming Based on Human-Computer Interaction and Software Modularity

Haoyu Liang

616-620
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Enhancing Children's Academic Learning Experience: Natural Language Interface Designs in Educational Application

Zhicheng Guo, Tianxin Hao, Xinlinzi Wang

621-626
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A Survey of Deep Reinforcement Learning Based on Multi-Particle Environments

Chuhao Weng

627-633
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Prediction Of the Impact of The Exchange Rate Between Euro and US Dollar Based on BP Neural Network

Yikai Huang, Mohan Jin, Jiarui Yang, Ziyue Zhong

634-640
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Prediction Of Raman Spectra and Adulteration Concentration of Wheat Flour Based on Neural Network Modelling

Zongze Li, Jingru Xiao

641-646
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Analysis Of Exchange Rate Forecast Model of US Dollar Against RMB Based on BP Neural Network

Rouye Chen, Bowei Zhang

647-653
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BP neural network predicts the exchange rate of US dollar against gold

Luopu Chen, Tianhao Liu, Yifan Zhang

654-662
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Exchange rate forecast between Euro and US dollar based on recurrent neural network

Yunze Tao, Xia Sheng

663-669
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Neural Network Model for Surface Raman Spectroscopy and Pesticide Concentration of Spinach

Yi Wang

670-675
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Prediction of Milk Powder Raman Spectra and Ammonium Sulfate Adulteration Concentration Based on Neural Network Model

Sihan Zeng

676-683
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Music Generation Based on Bidirectional GRU Model

Yuchen Zhou

684-690
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Broadcast Swin Transformer for Music Genre Classification

Yu Duan

691-699
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Designs of Energy Harvester for Wireless Sensor Networks

Hao Zhong

700-709
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Predicting New York Housing Prices: A Machine Learning Approach Incorporating School, Living facilities and Real Estate Market Factors

Chen Liang

710-715
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Design of an Encryption Chat Application Based on ChaCha20-Poly1305

Yurui Feng

716-723
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Enhancing Network Security Through Router-Based Firewalls: An Investigation into Design, Effectiveness, and Human Factors

Jingqing Liu

724-732
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Secure Transmission in the Digital Age: Exploring Exchange Encrypted Watermarking Technology

Qingyang Feng

733-736
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Comparison Between Logistic Regression, LSTM, and Random Forest in Chinese Stock Prediction

Shiming Zhou

737-742
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Word2Vec and SVM Fusion for Advanced Sentiment Analysis on Amazon Reviews

Haili Wang

743-749
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Analysis of Image Data Augmentation in Smart Agriculture

Mudong Liu

750-756
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Recommendation Approach Based on TwinBERT Model

Zheng Luo

757-768
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Advanced Deep Learning Models for Discriminating Real

Jiaguo Lin

769-775
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Sales Forecasting Based on Transformer-LSTM Model

Yi Liu

776-782
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Action Detection in Badminton Courts Using AVA Dataset and MMAction2 Architecture with Slow Fast Model

Yuhan Chen

783-789
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Capitalized Comparison of Three Machine Learning Models: Linear Model, Decision Tree, Neural Network

Xiantong Zhao

790-796
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Gold Prediction Based on XGBoost and OLS

Baixi Jiao

797-802
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Stock Price Prediction with Denoising Autoencoder and Transformers

Zhiyang Chen

803-810
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Delving into and Implementing Blockchain-related Technologies

Ye Zhang

811-815
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Enhancing Well-being and User Experience: Electric Sticky Notes, UI Design Colors, Login Preferences, and Clear Webpages

Rangpei Huang

816-823
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Design and Evaluation of a Comprehensive Assistance App for Early-Stage Alzheimer's Patients

Ningyi Rui

824-829
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Navigating the Path to Responsible AI: Interpretable Models and Ethical Implications

Alex Zhu

830-835
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Optimized Queuing Modeling in Multimodal Sentiment Analysis: An Examination and Application

Zhetong Lv

836-840
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Performance Evaluation of M|M|1 Queueing Models in Cloud Computing Environments

Xinzichen Li

841-848
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Secure transmission and storage of Internet of Things data

Yushang Cai

849-860
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Comparison with EVENODD Code and Reed Solomon Code based on Implementation of RAID 6

Wanzhen Wei

861-869
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House Price Prediction Based on Machine Learning Models

Xiaoyan Ouyang

870-878
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Enhancing Image Classification Accuracy Based on AlexNet

Yu Zeng

879-885
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Several Efficient Alternative Solutions for RS Codes in RAID 6

Xinran Xue

886-893
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Review of Predicting Stock Prices Based on Machine Learning and Stock Learning

Yi Cao

894-903
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Market Requirements Document on the Use of AI to Facilitate and Manage Stock Price Prediction

Xuan He, Ying He

904-908
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The Application and Development of Image Recognition Technology in the Field of Computer Vision

Zhengyu Luo

909-914
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Drivable Area Detection: a Comparative Study of Algorithms Based on Deep Learning

Fanghua Cao

915-919
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Application of Data Mining Algorithm in Network Security Detections

Yukun Yang

920-923
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Application of UAV remote sensing in natural disaster monitoring and early warning: an example of flood and mudslide and earthquake disasters

Zhonghan Chen

924-933
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Water Quality Monitoring Research Analysis Based on the Remote Sensing Technology

Zuyi Lin, Yinuo Yang, Yue Yang

934-944
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Overview of Judicial Text Summarization Method

Hongtao Zhao

945-956
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Data Storage and Reliability Analysis on the Internet of Things Based on Pyramid Code

Xudong Zhao

957-962
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Python-based Population Forecasting with Standard Deviation Analysis

Jiewen Zheng

963-968
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A Comparative Study of Random Forest Regression for Predicting House Prices Using

Mohan Mao

969-974
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Predicting Heart Disease Through the Application of Machine Learning Techniques Using the Python

Zihang Fu

975-983
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The Investigation of Performance Comparison for VGG, YOLO, and DINO in Image Classification

Yanqi Chen

984-990
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The Investigation of Stock Price Prediction Based on Machine Learning

Boming Huang

991-996
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Research on The Efficiency of Mixed Commodities Classification based on Deep Convolutional Neural Networks

Ruiqi Cao

997-1004
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Visual perception and deep learning in smart homes and the Internet of Things

Jiamiao Li

1005-1010
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Analysis of the State-of-art Implementations for Artificial Intelligence in Gaming

Jipeng Huang

1011-1015
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Vaccine Hesitancy Prediction Based on Machine Learning Algorithms

Yike Zhao

1016-1024
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Studying Stock Prediction in the Context of Machine Learning Exemplified by Analyzing SVM and LSTM Models

Mingsheng Zheng

1025-1031
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Comparative Analysis of ARIMA and LSTM Models for Agricultural Product Price Forecasting

Chenxi Xia

1032-1040
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Evolution and Emerging Trends in Musical Information Retrieval: A Comprehensive Review and Future Prospects

Yuxin Ding

1041-1045
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The Investigation Related to Application of Federated Learning’s in Chest X-ray Detection

Haotian Tan

1046-1049
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The Investigation of Multiple Optimization Methods on Convolutional Neural Network

Hetian Pan

1050-1055
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Optimizing Intracranial Hemorrhage Detection: A Comparative Study of VGG Deep Learning Architectures with Transfer Learning on CT Brain scans

Yancheng Jin

1056-1064
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An Effective Sentimental Analysis Model Based on spaCy

Yuanhao Shen

1065-1072
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Face Mask Classification Based on the Convolutional Neural Network

Youyang Qu

1073-1078
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An Optimized Deep Learning Model for Stock Price Prediction Using Bi-Directional LSTM with Multi-Inputs and Multi-Steps

Zhuoqun Tian

1079-1086
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The Investigation of LSTM-Random Search with Various Standardization and Normalization Technologies

Xinyu Ma

1087-1094
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Optimizing Stock Price Prediction: Exploring LSTM Architectural Parameters in Financial Forecasting

Haoran Li

1095-1100
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This study addresses the challenge of intelligent diagnosis in Alzheimer's Disease by employing machine learning to classify MRI images depicting various disease stages. The author conducted a comparative analysis to assess the efficacy of diverse models

Ziqi Li

1101-1107
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Dataset Augmentation for Counteracting Bias in Toxic Comment Classification

Senhao Cheng

1108-1114
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The Investigation of Deep Learning Models Utilized in Vector Graphics Manipulation

Chen Yang

1115-1121
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Stock Price Prediction Using Machine Learning Techniques

Zeyu Li

1122-1126
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The Price Prediction of Vegetables by Using Machine Learning

Qiaochu Chen, Zhihua Yu, Kaixin Zheng

1127-1134
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Improve Unsupervised Machine Learning Model on Fruits by Using VGG-16

Zhui Geng

1135-1140
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Comparison of Data Visualization, Outlier Detection and Data Dimensionality Reduction Methods

Xingyu Zhao

1141-1149
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The Application of Machine Learning in Predicting the Results of Popular eSports Games: Win Rate Prediction in MOBA and FPS Games

Yulin Peng

1150-1156
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Future Development Trend and Sustainability Analysis of Electric Vehicles

Jiyuan Xiao

1157-1161
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A CNN-based implementation of fruit recognition

Zixuan Huang

1162-1166
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Application of Machine Learning in Vegetable Classification and Recognition

Hongyi Chen

1167-1170
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Exploring the Application of Machine Learning in the Field of Fruit Image Recognition

Ling Zhang

1171-1176
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Face Recognition and Model Analysis Using CNN Based on Self-Collected Information

Lanxin Zhang

1177-1181
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Exploring factors in Human Cognition that affect Human Performance during Takeover in Autonomous Driving

Zijing Liu, Jiayi Zhang

1182-1193
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DiffTransfer: A Person Portrait Style Transfer Method Based on Stable Diffusion

Jizheng Wang

1194-1205
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Studies Advanced in Development and Application of Facial Expression Recognition

Piao Guo

1206-1213
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Face Mask Recognition based on YOLOV3

Yansong Chen

1214-1222
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BCI Application in Stroke Rehabilitation: Robotic Assisted System

Junmeng Yuan

1223-1228
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Research on Human Action Recognition Method Based on Machine Learning

Yushan Li

1229-1237
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Software engineering implementation and e-commerce model design based on neural digestive system monitoring and rapid prediction of amylase

Pei Fan, Yezhi Yuan, Jie Zhang, Yuting Huang, Xiaobo Wu, Liangyu Li, Yi Qin

1238-1244
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Research on a Convolutional Neural Network Based Digestive Tumor Diagnosis System and Software Supply Chain Design

Yuting Huang, Jie Zhang, Yezhi Yuan, Pei Fan, Jianbo Wang, Liangyu Li , Yi Qin

1245-1251
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Study on Sand Prevention Characteristics and Factors of Forest Farm Based on TOPSIS and Pearson Correlation Coefficient

Xiaochen Shi, Ruini Jiang, Chunrong Pu, Yutong Wang

1252-1258
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Prediction Of Population Size and Age Structure in China Based on Grey Prodiction and Leslie Model

Linhui Wang , Yutong Huang, Zhihong Liu

1259-1264
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Improved Sliding Mode Variable Structure Control of Robot Manipulators with Flexible Joints based on Singular Perturbation

Chenxu Wang, Dajian Yi, Wenhui Zhang, Xiaochen Huang, Rui Chen, Maojun Wu, Jing Ma

1265-1274
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Evaluation Of Sailing Boat Performance Based on Ridge Regression and Mathematical Model Optimization

Zhang Li

1275-1283
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Research on Improved Design of School Shower Equipment Based on Ergonomics

Tianhui Li, Guangtao Ma

1284-1293
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Research On Compliance Risk Identification and Prevention Mechanism of Enterprises in The ESG Field

Jiahao Ni

1294-1299
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The Application of VR in Films and Games

Shenghan Fang

1300-1305
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Research and Application of VR in Training and Learning

Kaidong Wang

1306-1313
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Biomedical Engineering Research: Computer Translating and Teaching System and Neural Network

Yueyin Liu, Weichen Si, Xvshang Huang , Liangyu Li , Yi Qin, Yixian Lin

1314-1322
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Prediction Of Population Size and Age Structure in China Based on Grey Prodiction and Leslie Model

Linhui Wang, Yutong Huang, Zhihong Liu

1323-1333
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Development And Challenges of Generative Artificial Intelligence in Education and Art

Junpeng Yang, Haoran Zhang

1334-1347
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