ITM Web of Conferences

Open Access

Comparative Study on Traffic Prediction Using Different Models 01001

Zhtiofan Jiao

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001001

• Abstract
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Open Access

The Applications and Prospects of Large Language Models in Traffic Flow Prediction 01002

Yuxuan Liu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001002

• Abstract
• PDF (303.0 KB)
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Open Access

Application and Comparative Study of Large Language Model in Early Prediction of Glaucoma 01003

Manyi Xu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001003

• Abstract
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Open Access

Application Research of Cross-Attention Mechanism for Traffic Prediction Based on Heterogeneous Data 01004

Zhihao Feng

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001004

• Abstract
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Open Access

Research on the Application of Reinforcement Learning in Traffic Flow Prediction 01005

Yiquan Hu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001005

• Abstract
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Open Access

The Relationship Between Traffic Flow Forecasting and Traffic Accident Forecasting and the Possible Combination Points 01006

Haoyu Wu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001006

• Abstract
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Open Access

IoT in Urban Traffic Prediction Development Case Studies and Future Trends 01007

Renhe Wang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001007

• Abstract
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Open Access

Traffic Flow Prediction Based on Large Language Models and Future Development Directions 01008

Muhua Zhang and Wenzheng Zhao

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001008

• Abstract
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Open Access

A LiDAR - camera fusion detection method based on weight allocation 01009

Haotian Kang and Tianshu Wang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001009

• Abstract
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Open Access

The Application of Reinforcement Learning in Traffic Flow Prediction: Advantages, Problems, and Prospects 01010

Minghui Li, Decheng Zhou and Shiqi Zhang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001010

• Abstract
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Open Access

The Application Prospects of Event Data in Traffic Flow Prediction 01011

Haochi Chen, Zixin Guo and Zicong Jiang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001011

• Abstract
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Open Access

Research on Personal Loan Default Risk Assessment Based on Machine Learning 01012

Guangsen Liu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001012

• Abstract
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Open Access

Scheme Analysis for Enhancing Autonomous Driving Based on Computer Vision 01013

Xinyi Chen, Binbin Luo and Ziyue Xu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001013

• Abstract
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Open Access

Network traffic monitoring based on CNN-SVM 01014

Qian Wu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001014

• Abstract
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Open Access

Machine Learning-Based Network Detection Research for SDNs 01015

Jiayue Lai

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001015

• Abstract
• PDF (370.6 KB)
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Open Access

Research on Spam Filters Based on NB Algorithm 01016

Shengyue Su

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001016

• Abstract
• PDF (324.7 KB)
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Open Access

Traffic Sign Recognition in Rainy Conditions Based on Federated Learning 01017

Yilin Chen

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001017

• Abstract
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Open Access

A Comparative Analysis of Support Vector Machine and K-Nearest Neighbors Models for Network Attack Traffic Detection 01018

Zhuoxi Han

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001018

• Abstract
• PDF (306.7 KB)
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Open Access

Object Detection Techniques in Autonomous Driving 01019

Jianlei Yu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001019

• Abstract
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Open Access

Research Developments in Generative Adversarial Networks for Image Restoration and Communication 01020

Peng Zhou

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001020

• Abstract
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Open Access

Identifying the Origin of Cyber Attacks Using Machine Learning and Network Traffic Analysis 01021

Tianqing Du

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001021

• Abstract
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Open Access

Federated Learning-Based Credit Card Fraud Detection: A Comparative Analysis of Advanced Machine Learning Models 01022

Han Zheng

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001022

• Abstract
• PDF (203.4 KB)
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Open Access

Federated Learning Applications in Fingerprint and Finger Vein Recognition 01023

Yongchao Wang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257001023

• Abstract
• PDF (230.1 KB)
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Open Access

Research on the Application of Variational Autoencoder in Image Generation 02001

Jianing Liu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002001

• Abstract
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Open Access

Enhancing Sentiment Analysis with a CNN-Stacked LSTM Hybrid Model 02002

Shuaijie Shao

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002002

• Abstract
• PDF (302.9 KB)
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Open Access

Robustness of Big Language Modeling in Finance 02003

Mohan Yao

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002003

• Abstract
• PDF (540.7 KB)
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Open Access

Relieve Adversarial Attacks Based on Multimodal Training 02004

Hongjie Lai

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002004

• Abstract
• PDF (491.6 KB)
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Open Access

Research on Analyzing the Emotional Polarity of Malicious Swipe Comments on E-commerce Platforms Based on NPL 02005

Chaoyi Ren

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002005

• Abstract
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Open Access

Research Progress of Causal Inference in Bias Elimination 02006

Limanxi Chen

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002006

• Abstract
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Open Access

The Use of Natural Language Processing Model in Literary Style Analysis of Chinese Text 02007

Jinze Ye

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002007

• Abstract
• PDF (316.1 KB)
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Open Access

Research on Sarcastic Emotion Recognition Based on Multiple Feature Fusion 02008

Kaihao Si

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002008

• Abstract
• PDF (386.7 KB)
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Open Access

Reducing Judicial Inconsistency through AI: A Review of Legal Judgement Prediction Models 02009

Yifan Wu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002009

• Abstract
• PDF (372.1 KB)
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Open Access

Overview of Sign Language Translation Based on Natural Language Processing 02010

Hanmo Wang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002010

• Abstract
• PDF (331.1 KB)
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Open Access

Research on image generation technology based on deep learning 02011

Jinchen Li

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002011

• Abstract
• PDF (401.7 KB)
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Open Access

Few-shot Learning: Methods and Applications 02012

Jiaxiang Li and Mingyang Li

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002012

• Abstract
• PDF (294.3 KB)
• References

Open Access

Comparative Analysis of TF-IDF and Word2Vec in Sentiment Analysis: A Case of Food Reviews 02013

Zerui Zhan

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002013

• Abstract
• PDF (451.6 KB)
• References

Open Access

Enhancing Predictive Models in E-Commerce: A Comparative Study Using XGBoost Across Diverse Scenarios 02014

Jianhao Zhang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002014

• Abstract
• PDF (571.8 KB)
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Open Access

Particle Swarm Optimization Algorithm and Its Application in Image Segmentation 02015

Liyang Yu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002015

• Abstract
• PDF (503.4 KB)
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Open Access

Advancements in Image Classification: From Machine Learning to Deep Learning 02016

Haoran Cheng

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002016

• Abstract
• PDF (230.6 KB)
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Open Access

A Study on the performance of Four Regression Models in Predicting Weather Temperature Based on Python 02017

Taobei Li

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002017

• Abstract
• PDF (635.0 KB)
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Open Access

Research on House Price Prediction based on Machine Learning 02018

Xiangjun Yang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002018

• Abstract
• PDF (481.6 KB)
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Open Access

Human Pose Estimation: Single-Person and Multi-Person Approaches 02019

Wan Tang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002019

• Abstract
• PDF (244.9 KB)
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Open Access

Diabetes Risk Assessment: A Comparative Study of Decision Trees and Ensemble Learning Models 02020

Tianxing Lei

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002020

• Abstract
• PDF (387.3 KB)
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Open Access

Comparative Analysis of Diabetes Prediction Models Using the Pima Indian Diabetes Database 02021

Yize Zhao

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002021

• Abstract
• PDF (306.8 KB)
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Open Access

Enhancing Medical Diagnostics with Machine Learning: A Study on Ensemble Methods and Transfer Learning 02022

Jiaming Zhang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002022

• Abstract
• PDF (367.5 KB)
• References

Open Access

Forecasting Stock Prices with Artificial Intelligence 02023

Danxuan Zhao

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002023

• Abstract
• PDF (567.0 KB)
• References

Open Access

Advancements of Deep Learning Model-Based Rehabilitation Training System 02024

Chiyu Xu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002024

• Abstract
• PDF (236.9 KB)
• References

Open Access

Enhancing Rehabilitation Assessment with Artificial Intelligence: A Comprehensive Investigation of Posture Quality Prediction Using Machine Learning 02025

Wenxi Zhang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002025

• Abstract
• PDF (246.2 KB)
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Open Access

Application of federated learning in predicting breast cancer 02026

Jiarui Chai

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257002026

• Abstract
• PDF (253.6 KB)
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Open Access

Text vectorization in sentiment analysis: A comparative study of TF-IDF and Word2Vec from Amazon Fine Food Reviews 03001

Jiaxin Lu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003001

• Abstract
• PDF (726.8 KB)
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Open Access

Leveraging Unity for 2D Pixel Game Development: Techniques and Best Practices 03002

Ke Wang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003002

• Abstract
• PDF (281.1 KB)
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Open Access

Data Visualization and Prediction Model Analysis 03003

Ziyi Hua

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003003

• Abstract
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Open Access

Perspectives on Image Aesthetic Evaluation Techniques 03004

Kaiwei Yang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003004

• Abstract
• PDF (232.2 KB)
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Open Access

Deep Learning Based DDoS Attack Detection 03005

Ziyi Xu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003005

• Abstract
• PDF (263.8 KB)
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Open Access

Evaluation of Natural Image Generation and Reconstruction Capabilities Based on the β-VAE Model 03006

Honghao Zhang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003006

• Abstract
• PDF (247.5 KB)
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Open Access

Comprehensive Analysis of Face Recognition Technologies 03007

Bowei Liu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003007

• Abstract
• PDF (370.3 KB)
• References

Open Access

Comparative Analysis of YOLO Variants Based on Performance Evaluation for Object Detection 03008

Aoxiang Chen

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003008

• Abstract
• PDF (226.8 KB)
• References

Open Access

Research and Analysis of Facial Recognition Based on FaceNet, DeepFace, and OpenFace 03009

Minghan Li

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003009

• Abstract
• PDF (236.0 KB)
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Open Access

Advancements and Challenges in Character Recognition: A Comparative Analysis of CNN and Deep Learning Approaches 03010

Ximin Yang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003010

• Abstract
• PDF (246.7 KB)
• References

Open Access

Research for SARIMA and PatchTSMixer Models on the IEA Monthly Statistics Dataset 03011

Yuwei Hu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003011

• Abstract
• PDF (577.0 KB)
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Open Access

The Application and Analysis of Emotion Recognition Based on Modern Technology 03012

Lanxin Bi

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003012

• Abstract
• PDF (330.2 KB)
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Open Access

Analysis of The Role of Deep Learning Models in Image Classification Applications 03013

Xiang Li

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003013

• Abstract
• PDF (232.2 KB)
• References

Open Access

Enhancing Brain Tumor Detection: A Comparative Study of CNN Architectures Using MRI Data 03014

Zhimeng Zhu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003014

• Abstract
• PDF (528.2 KB)
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Open Access

LSTM-Based Time Series Prediction Model: A Case Study with YFinance Stock Data 03015

Yimiao Yu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003015

• Abstract
• PDF (317.6 KB)
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Open Access

Enhancing Handwritten Digit Recognition using Auxiliary Classifier Generative Adversarial Networks and Self-attention Mechanism 03016

Tingkai Hu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003016

• Abstract
• PDF (994.7 KB)
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Open Access

Exploring CycleGAN Technique for Improved Plant Disease Detection and Analysis 03017

Luyi Ouyang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003017

• Abstract
• PDF (722.8 KB)
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Open Access

Sentiment Analysis of Mobile Phone Reviews Using XGBoost and Word Vectors 03018

Zekai Wang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003018

• Abstract
• PDF (1.069 MB)
• References

Open Access

Handwriting Digital Image Generation based on GAN: A Comparative Study of Basic GAN and CGAN Models 03019

Hongzhi Zeng

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003019

• Abstract
• PDF (1.205 MB)
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Open Access

A Hybrid Machine Learning Framework for Soccer Match Outcome Prediction: Incorporating Bivariate Poisson Distribution 03020

Zhong An Chen

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003020

• Abstract
• PDF (915.8 KB)
• References

Open Access

Advanced Network Traffic Prediction Using Deep Learning Techniques: A Comparative Study of SVR, LSTM, GRU, and Bidirectional LSTM Models 03021

Yuxin Wang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003021

• Abstract
• PDF (385.9 KB)
• References

Open Access

Comparison of Fully Convolutional Networks and U-Net for Optic Disc and Optic Cup Segmentation 03022

Zixiao Jin

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003022

• Abstract
• PDF (496.0 KB)
• References

Open Access

Performance and Analysis of FCN, U-Net, and SegNet in Remote Sensing Image Segmentation Based on the LoveDA Dataset 03023

Shuhao Yang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003023

• Abstract
• PDF (521.2 KB)
• References

Open Access

Advancing Computational Humor: LLaMa-3 Based Generation with DistilBert Evaluation Framework 03024

Jinliang He and Aohan Mei

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003024

• Abstract
• PDF (377.0 KB)
• References

Open Access

Dual Convolution Neural Networks of Ensemble Learning with Attention Mechanism for Rice Classification 03025

Linfeng Cheng

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003025

• Abstract
• PDF (354.4 KB)
• References

Open Access

Image Inpainting of Portraits Artwork Design and Implementation 03026

Hongting Zhang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003026

• Abstract
• PDF (379.5 KB)
• References

Open Access

The effect of using Naive Bayes to detect spam email 03027

Zehui Sun

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003027

• Abstract
• PDF (258.0 KB)
• References

Open Access

Federated Learning for Brain Tumor Diagnosis: Methods, Challenges and Future Prospects 03028

Yuhan Ma

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003028

• Abstract
• PDF (238.6 KB)
• References

Open Access

Hierarchical Learning: A Hybrid of Federated Learning and Personalization Fine-Tuning 03029

Shuyi Li and Bairong Zhang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003029

• Abstract
• PDF (334.0 KB)
• References

Open Access

A Comprehensive Investigation of Fraud Detection Behavior in Federated Learning 03030

Rui Sun

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257003030

• Abstract
• PDF (287.7 KB)
• References

Open Access

Application Analysis of the Language Model 04001

Bochao Cai

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004001

• Abstract
• PDF (279.7 KB)
• References

Open Access

Inescapable Media: The Role of Social Media Data Mining in Understanding American Adolescent Media Engagement 04002

Cheryl Siyuan Peng

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004002

• Abstract
• PDF (293.3 KB)
• References

Open Access

Real-Time Football Match Prediction Platform 04003

Zhongqi An

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004003

• Abstract
• PDF (555.1 KB)
• References

Open Access

Temperature and Humidity Prediction Based on Machine Learning 04004

Yanqi Xiong

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004004

• Abstract
• PDF (316.6 KB)
• References

Open Access

Explore Machine Learning's Prediction of Football Games 04005

Bomao Pan

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004005

• Abstract
• PDF (314.9 KB)
• References

Open Access

Analyzing the Application of Machine Learning in Anemia Prediction 04006

Yuxi Li

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004006

• Abstract
• PDF (228.4 KB)
• References

Open Access

The Impact of GPT Models on Education: Enhancing Learning Outcomes and Addressing Challenges 04007

Nuoya Yang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004007

• Abstract
• PDF (261.9 KB)
• References

Open Access

Enhancing Stock Price Forecasting Accuracy Using LSTM and Bi-LSTM Models 04008

Hao Wang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004008

• Abstract
• PDF (438.0 KB)
• References

Open Access

Advances in Image Generation Technology: Exploring GANs and MirrorGANs 04009

Lewuqiong Shi

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004009

• Abstract
• PDF (334.6 KB)
• References

Open Access

Effectiveness Evaluation of Random Forest, Naive Bayes, and Support Vector Machine Models for KDDCUP99 Anomaly Detection Based on K-means Clustering 04010

Majun Zhang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004010

• Abstract
• PDF (351.0 KB)
• References

Open Access

A Study of the Usage of Artificial Intelligence in Scientific Research and Education 04011

Ruisen Peng

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004011

• Abstract
• PDF (260.9 KB)
• References

Open Access

Evaluating the Performance of SVM, Isolation Forest, and DBSCAN for Anomaly Detection 04012

Haowen Lu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004012

• Abstract
• PDF (280.2 KB)
• References

Open Access

Enhancing Spam Filtering: A Comparative Study of Modern Advanced Machine Learning Techniques 04013

Chenwei Zhang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004013

• Abstract
• PDF (338.4 KB)
• References

Open Access

Machine Learning Based Engagement Prediction for Online Courses 04014

Wanning Wang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004014

• Abstract
• PDF (357.2 KB)
• References

Open Access

Application of machine learning in diabetes prediction based on electronic health record data analysis 04015

Zihan Yang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004015

• Abstract
• PDF (299.5 KB)
• References

Open Access

Sql injection detection using Naïve Bayes classifier: A probabilistic approach for web application security 04016

Zhexi Lu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004016

• Abstract
• PDF (279.4 KB)
• References

Open Access

Forecasting the Treasury Yield Spread for FRED T10Y2Y Data Based on Multiple Approaches 04017

Ying Chen Leu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004017

• Abstract
• PDF (543.4 KB)
• References

Open Access

Evolution of machine learning in financial risk management: A survey 04018

Kuan-I Lu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004018

• Abstract
• PDF (450.5 KB)
• References

Open Access

Comparison of the Performance of Pegasos and Traditional Models in the Task of Sentiment Classification of Product Reviews 04019

Di Zhu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004019

• Abstract
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Open Access

DragGAN: Interactive Point-Based Image Manipulation on Generative Adversarial Networks 04020

Muran Wu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004020

• Abstract
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Open Access

Sentiment Analysis of Product Reviews Using Fine-Tuned LLaMa-3 Model: Evaluation with Comprehensive Benchmark Metrics 04021

Yili Wang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004021

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Open Access

Time Series Analysis: Application of LSTM model in predicting PM 2.5 concentration in Beijing 04022

Rui Yang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004022

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Open Access

Research and Application of Heart Disease Prediction Model Based on Machine Learning 04023

Yongli Bao

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004023

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Open Access

Multiple Machine Learning Algorithms-based NBA Team Playoffs Prediction 04024

Manho Yeung

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004024

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Open Access

Exploring A Better Way to Constraint Propagation Using Naked Pair 04025

Kaiqi Chen

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004025

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Open Access

Prediction of earthquake by machine learning models and neural network 04026

Bohong Xu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004026

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Open Access

Deep Learning in Music Generation: A Comprehensive Investigation of Models, Challenges and Future Directions 04027

Xiangchen Kong

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004027

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Open Access

Spam Email Detection using Naïve Bayes classifier 04028

Liansong Wang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004028

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Open Access

Stroke Prediction Based on Machine Learning 04029

Yuhan Zhang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004029

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Open Access

Lung Cancer Prediction Based on K-nearest Neighbor and Other Algorithms 04030

Yimo Ren

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004030

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Open Access

Discussion on Artificial Intelligence Safety and Ethical Issues 04031

Xinyu Chen, Tianfang Hui, Yanlin Li and Haoyuan Yang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004031

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Open Access

Machine Learning Optimization and Challenges in Used Car Price Prediction 04032

Yufan Zheng

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004032

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Open Access

Decoding Consumer Behavior in the Used Car Market: A Machine Learning Approach to Key Decision Factors 04033

Minshun Zhang

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004033

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Open Access

The Relationship Between Consumption Power and GDP Growth in China and Machine Learning Prediction Analysis 04034

Runsong Hu

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004034

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Open Access

Comparisons of Machine Learning Models for Prediction of Susceptibility to Diabetes 04035

Yutian Jiao

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004035

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Open Access

Research on the Application of Deep Learning Methods in the Field of Image Classification 04036

Yuhui Peng

Published online: 23 January 2025

DOI: https://doi.org/10.1051/itmconf/20257004036

• Abstract
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