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Volume 84 (2026)

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Volume 84 (2026)

2026 International Conference on Advent Trends in Computational Intelligence and Data Science (ATCIDS 2026)

Singapore, February 26-28, 2026
W. Wang (Ed.)

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Statement of Peer review

Published online: 06 April 2026

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Intelligent Computing in Healthcare and Bioinformatics

Open Access

Medical Question Answering System Based on Retrieval-augmented Generation 01001

Chengwei Cao

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401001

Open Access

An Investigation of Artificial Intelligence for Movement Quality Assessment in Physical Rehabilitation 01002

Zijian Song

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401002

Open Access

Swin-UNet: A Unified Transformer–CNN Framework for Multi-Organ Medical Image Segmentation 01003

Xiuru Li

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401003

Open Access

Analysis of the development of modifying loss functions in label-noise environments 01004

Liang Jin

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401004

Open Access

Review of Visual Analytics in Healthcare Big Data: From CNNs to Multimodal Deep Learning Models 01005

Zile Wang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401005

Open Access

Analysis of the Evolution Path of the NVIDIA Granary Speech Dataset 01006

Jiongzeng Ye

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401006

Open Access

Interpretable Ensemble Learning for Cardiovascular Disease Prediction: A Large-Scale SHAP-Based Analysis 01007

Yifeng Wang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401007

Open Access

Intelligent Electrocardiogram Analysis Technology System: From Deep Representation Learning to Clinical Multi-Scenario Applications 01008

Hongde Zhu and Xiaoqing Jiang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401008

Open Access

Stage Prediction of Alzheimer’s Disease Based on 3D CNN 01009

Hao Huang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401009

Open Access

Application Analysis of Machine Learning Models Integrating Multi-Source Clinical Data in the Early Prediction of Heart Disease 01010

Jiajun Li

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401010

Open Access

Hyperparameter Optimization of TransUNet: A Comparative Study on Learning Rates and Optimizers for Medical Image Segmentation 01011

Shuai Jiang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401011

Open Access

Applications and Advances of Medical Robots in Surgery and Rehabilitation 01012

Zhenyu Wang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401012

Open Access

Study on Coastal Erosion Prediction, Environmental Response and Buffer System Optimization of the Gold Coast, Australia 01013

Nuo Chen and Li Chen

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401013

Open Access

Breast Cancer Diagnosis by Images Based on Deep Learning: Current State and Advancements 01014

Baopu Li

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401014

Open Access

Diabetes Risk Prediction Based on Clinical and Lifestyle Data 01015

Tiancheng Mao

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401015

Open Access

Embodied Artificial Intelligence in Healthcare: Foundations, Applications and Future Challenges 01016

Jinyang Li

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401016

Open Access

Risk Assessment of Heart Disease Based on Random Forest Model and SMCN 01017

Tingyi Chen, Xinchen Wang and Yudong Wang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401017

Open Access

Research and Analysis of Healthcare Data Breach Risk Prediction in the US Based on Interpretable Machine Learning 01018

Mingyang Sun, Yuxin Wu and Rongtian Ye

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401018

Open Access

Research and Analysis of Explainable Artificial Intelligence in the Medical Field 01019

Qing He

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401019

Open Access

Research and Analysis on Severity Grading of Early Blight in Tomato Based on Improved MobileNetV3 01020

Mingzhe Dai

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401020

Open Access

Research and Analysis of Heart Disease Risk Prediction Model Based on Machine Learning 01021

Jiali Sun

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401021

Open Access

Quantitative Analysis of Factors Affecting Fetal Cell-Free DNA Concentration Based on Linear Mixed-Effects Models 01022

Jinghe Che, Ziheng Zhang and Siyu Zhou

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401022

Open Access

Application of AI-Based Wearables Health Monitoring in Emergency Response Jewellery Design 01023

Yufei Li

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401023

Open Access

Advances and Prospects in Motor Intent Prediction Based on Surface Electromyography Signals to Aid Upper Limb Exoskeleton Control 01024

Kaibo Zhang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268401024

Machine Learning Approaches in FinTech and Economic Forecasting

Open Access

An Investigation of Current Applications in Quantitative Finance Based on Reinforcement Learning and Supervised Learning Methods 02001

Hezheng Yang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268402001

Open Access

Markov Chain Models for Stock Prices Forecasts and Analysis 02002

Henghua Jia

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268402002

Open Access

Comparing SARIMA and Prophet Models for Short-Term Electricity Load Forecasting 02003

Ziyue Wang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268402003

Open Access

Research Progress and Trends of Deep Learning in Stock Price Prediction: A Systematic Review from LSTM to Transformer 02004

Hanchen Gong

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268402004

Open Access

Dynamic Prediction of Bond Default Risk Driven by Deep Learning 02005

Yunhan Wen

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268402005

Open Access

The Impact of US Tariff Policies Based on Multi-objective Decision-making Model 02006

Xuejun Yu, Ye Chen and Haoyang Xin

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268402006

Open Access

Research and Analysis on the Relationship between Social Media Emotions and Stock Market Fluctuations 02007

Di Su

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268402007

Open Access

Dynamic System for Multi-Factor Cryptocurrency Forecasting: Integrating Emotion Weighting and Herding Effects on Binance Top 10 02008

Qian Chong, Boyuan Zheng and Baicheng Zhou

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268402008

Open Access

Stock Price Prediction Based on Large Language Models and Reinforcement Learning 02009

Xuanyu Li

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268402009

Open Access

Research and Analysis of Tesla Stock Price Prediction Based on ARIMA and LSTM Models 02010

Chenliang Zheng

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268402010

Open Access

Stock Price Prediction of Technology Enterprises Based on XGBoost Algorithm 02011

Songbo Zhai

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268402011

Open Access

Stock prediction by means of XGBoost, LSTM, and Transformer 02012

Bohao Yan

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268402012

Large Language Models, Generative AI, and Multimodal Learning

Open Access

An Investigation on Facial Expression Recognition Using Convolutional Neural Networks 03001

Yitong Chen

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403001

Open Access

Using Multidimensional Analysis to Predict the Severity of Traffic Accidents and Their Contributing Factors 03002

Haosheng Chao

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403002

Open Access

In-Context Learning in Large Language Models: Mechanisms, Challenges, and Frontiers 03003

Yuqing Yuan

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403003

Open Access

Analysis of Deviation in AI-Generated Headlines Across News Genres: A Multidimensional Empirical Study 03004

Longying Liao

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403004

Open Access

Hallucinations of Large Language Models in Medical Environments: A Systematic Review of Risks, Detection, and Mitigation 03005

Shengxuan Huang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403005

Open Access

Focus on the Optimization of the RLHF Algorithm to Enhance the Training Effect After LLM 03006

Shuyang He, Xi Yu and Xiubin Zhang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403006

Open Access

Bias in Large Language Models: Methods, Evaluation, and Prospects 03007

Yitong Zhu

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403007

Open Access

Analysis and method comparsion of online and offline reinforcement learning 03008

Changhang Zheng

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403008

Open Access

Optimisation and Evolution of Stage-Classification Framework-Based Reasoning Large Language Models for Code Generation 03009

Xulin Xu

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403009

Open Access

Through Graphical Models to Address out-of-Distribution Ways 03010

Zexuan Lin

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403010

Open Access

The Legibility Methods in Agent Systems 03011

Siyuan Li

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403011

Open Access

Theoretical Map of Thought Chains: Evaluating Explanatory Power Based on Task-Theory Matching 03012

Youtian Zhang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403012

Open Access

Causal Debiasing in Recommender Systems: Principles and Prospects 03013

Xiaoyu Zhang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403013

Open Access

Optimization of Sampling Inspection and Disassembly Production Decisions Considering Defect Rate Random Disturbances 03014

Haoyu Jiang, Zeyu Wang and Rongxuan Min

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403014

Open Access

Research on Heterogeneous Container Loading Strategies Based on a Three-Stage Heuristic Algorithm 03015

Chenhao Lin, Yang Xu and Yuxuan Qi

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403015

Open Access

Short Term Demand Forecasting of Bike Sharing Stations Based on LSTM Model 03016

Yixuan Yang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403016

Open Access

Research and Analysis on the Predictive Effect of Time Allocation on College Students’ Academic Performance and Psychological Stress 03017

Ding Li and Yihang Liang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403017

Open Access

Short-Term Passenger Flow Prediction for Urban Rail Transit Based on New York Subway Data 03018

Zixuan Sun

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403018

Open Access

Short-term Passenger Flow Prediction and Operation Optimization for Urban Rail Transit Based on Multi-model Comparison 03019

Sicai Zhai

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403019

Open Access

Deep Learning Method for Urban Air Pollution Prediction: Empirical Study Based on PM2.5 03020

Yubo Lin

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403020

Open Access

AIGC Text Generation: Technological Evolution, Application Scenarios, and Future Challenges 03021

Boyuan Chang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403021

Open Access

Review of Geographic Information Technology Applications in Disaster Prevention and Mitigation for Urban Infrastructure 03022

Hua Wei

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403022

Open Access

Optimizing Retrieval-Augmented Generation for Small Language Models via Output Alignment 03023

Runkai Dong

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403023

Open Access

Closed-Loop RAG Optimization System Based on User Feedback 03024

Runxin Zhang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403024

Open Access

Audio-Lyrics Multimodal Fusion for Music Genre Clustering with Dynamic Modality Weighting 03025

Jinyu Yang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403025

Open Access

Research and Analysis on Core Bottlenecks and Optimization Directions in Animated Image Generation Technology 03026

Yang Hu

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403026

Open Access

Research and Analysis of Image Generation Technology Based on Deep Learning 03027

Zhiming Hou

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403027

Open Access

Fingerprint Image Generation Using Deep Generative Models: From GANs to Diffusion Models 03028

Boyu Zheng

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403028

Open Access

Causes Prediction of Coal Mine Gas Explosion Accidents Based on Fault Tree and Bayesian Network 03029

Shiyu He

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403029

Open Access

The Application of Natural Language Processing in English Education 03030

Zhuoran Hao

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403030

Open Access

The Technology, Applications, and Future Prospects of Artificial Intelligence-Assisted Learning Systems 03031

Qingyuan Wang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403031

Open Access

The Technical System and Architecture of Blockchain Privacy Protection based on Encryption 03032

Yujia Xian

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403032

Open Access

Research and Analysis of Diffusion Model Sampling Acceleration Technology 03033

Yuhan Hei

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268403033

Computer Vision, Robotic Systems, and Intelligent Control

Open Access

Performance Comparison Analysis of Large Language Models Based on Objective Ability Testing and Subjective User Experience 04001

Yitong Wang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404001

Open Access

Backdoor Attack and Defense on Deep Learning: Focus on Computer Vision 04002

Zhuanglin Chen

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404002

Open Access

Research and Analysis on the Application of Artificial Intelligence Technology in the Automotive Field 04003

Zheng Ma

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404003

Open Access

The Cooperation and Competition Mechanisms In Multi-agent Reinforcement Learning 04004

Puxuan Li, Shuo Li and Junxi Wang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404004

Open Access

Research and Analysis of Popularity Prediction of Film and Television Content Based on Machine Learning 04005

Yutong Liu

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404005

Open Access

Research and Analysis of Exam Cheating Detection Based on Deep Learning 04006

Quanyao Liu

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404006

Open Access

Application and Research Analysis of Image Style Transfer Based on Neural Networks 04007

Zirui Liu

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404007

Open Access

Research and Analysis on the Application of Lightweight Algorithm Optimization in Complex Scenarios 04008

Puyuan Li

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404008

Open Access

Reversible Data Hiding of Images Based on Plaintext Domains 04009

Yu Fu

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404009

Open Access

Application and Development of DETR and Its Variants in Traffic Vehicle Detection 04010

Shaohua Luo

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404010

Open Access

3D Layout-Guided Autonomous Driving Scene Generation 04011

Yu Liu

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404011

Open Access

Research Model on Motion Planning of Bench Dragon Based on Archimedean Spiral 04012

Jingsong Zhang, Wenfei Ge and Lingfeng Jiang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404012

Open Access

Precise Localization of Single Rocket Debris Sonic Boom Sources Using TDOA and Particle Swarm Optimization 04013

Lianan Dong, Zhen Sun, Jiaqing Ning and Zetong Li

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404013

Open Access

Application of Computer Vision Technology in UAV Path Planning 04014

Ziyi Wang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404014

Open Access

Research and Analysis on Real-time Traffic Signal Recognition Based on Deep Learning 04015

Weilin Chen

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404015

Open Access

Spatiotemporal Consistency-Based Deep Forgery Detection 04016

Peng Wen

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404016

Open Access

The Perception, Decision-Making, and Execution of the Centipede-Like Rescue Robot 04017

Rongxiang Zhu

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404017

Open Access

Progress and Challenges of Hand Exoskeletons for Neurorehabilitation 04018

Zhipeng Jiang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404018

Open Access

Validation of The Scale Model of The Semi-automatic Lifebuoy Throwing Robot 04019

Bo Gao, Yuan Dong, Chengcheng Yang, Shiyao Zhang and Yuyi Zou

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404019

Open Access

High-Dimensional Cooperative Jamming Strategy Optimization via a Two-Stage Differential Evolution Algorithm 04020

Kaisen Ye

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404020

Open Access

The Perspectives of Structure and Materials on How to Improve the User Experience of Finger Exoskeleton Robots 04021

Junfu Lu

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404021

Open Access

Human-Machine Compatibility of the Elbow Exoskeleton Robot Axis Misalignment Problem and Compensation Mechanism 04022

Jiacheng Yun

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404022

Open Access

Analysis of Underactuated Hand Exoskeletons with Elastic Structures 04023

Juncheng Yang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404023

Open Access

Analysis of Target Detection Technology in the Field of Autonomous Driving by Integrating Lidar and Camera 04024

Yutong Wu

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404024

Open Access

The Optimized Mechanical Structure Design of the Exoskeleton’s Lower Limb Knee Joint Based on Sitting Posture Knee Rehabilitation 04025

Tianchang Liu

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404025

Open Access

Research and Analysis of Human Activity Recognition based on Machine Learning 04026

Yucheng Sheng

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404026

Open Access

Application Research and Analysis of Computer Vision in the Field of Construction Engineering 04027

Junzhao Huang

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404027

Open Access

Dynamic Path Planning and Obstacle Avoidance for Mobile Robots via Machine Vision 04028

Sihan Li

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404028

Open Access

Principle and Application of Wireless Power Transmission Device 04029

Xing Chen

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404029

Open Access

The Influence of Electromagnetic Fields on Charging Efficiency of Electric Vehicle Batteries - Principles, Influencing Factors and Optimization Strategies 04030

Qingyue Zhao

Published online: 06 April 2026

DOI: https://doi.org/10.1051/itmconf/20268404030