Chia‐Yen Lee

National Taiwan University — Taiwan

Decision Sciences · Social Sciences

31h-index5.4kcitations193works3.42yr avg
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Research Topics

Efficiency Analysis Using DEA(37), Microfluidic and Capillary Electrophoresis Applications(23), Microfluidic and Bio-sensing Technologies(20), Advanced MEMS and NEMS Technologies(19), Gas Sensing Nanomaterials and Sensors(19)

Publications193 total

Temporal Multimodal Fusion with AI-Enabled Textual and Macroeconomic Features for Multi-Horizon Oil Price Prediction
SSRN Electronic Journal·2026Open Access
Unpaired Image Denoising and Fusion With Adaptive Multi-Branch Task UNet for Semiconductor Packaging Defect Recognition
IEEE Transactions on Automation Science and Engineering·2025
Metaevaluation: a comprehensive evaluation of health indicator on real options-based maintenance scheduling and health prognostics of bearing degradation
International Journal of Production Research·2025
Robust ensemble forecasting and deep reinforcement learning for energy management on islanded microgrids
International Journal of Electrical Power & Energy Systems·2025Open Access
Reduced complications and mortality after admission for head and neck cancer in patients with previous dental scaling: a retrospective cohort study based on real-world data
PLoS ONE·2025Open Access
Cyclic reinforcement learning for generalization enhancement on T/C imbalance scheduling in TFT-LCD cell manufacturing
Computers & Chemical Engineering·2025
An integrated optimization approach for crowdshipping leveraging smart lockers as decentralized urban transshipment hubs
Computers & Industrial Engineering·2025· 3 cited
Unsupervised Image Demoiréing With Self-Consistent GAN for TFT-LCD Defect Recognition
IEEE Transactions on Semiconductor Manufacturing·2025· 1 cited
Editorial
IEEE Transactions on Semiconductor Manufacturing·2025
Multi-agent reinforcement learning for chiller system prediction and energy-saving optimization in semiconductor manufacturing
International Journal of Production Economics·2024· 5 cited
Real Options for Maintenance Scheduling with Bearing Degradation in Panel Manufacturer
2024
ORgram: semi-supervised learning framework for inline bearing diagnosis in varying speed
The International Journal of Advanced Manufacturing Technology·2024· 3 cited
Deep reinforcement learning-based preventive maintenance for repairable machines with deterioration in a flow line system
Annals of Operations Research·2024· 1 cited
Predictability Analysis of Regression Problems via Conditional Entropy Estimations
arXiv (Cornell University)·2024Open Access
Two-phase data science framework for compensation of the friction force in CNC machines
International Journal of Computer Integrated Manufacturing·2024· 1 cited
Robust-optimization-guiding deep reinforcement learning for chemical material production scheduling
Computers & Chemical Engineering·2024· 13 cited
Feature-Enhanced Multisource Subdomain Adaptation on Robust Remaining Useful Life Prediction
IEEE Robotics and Automation Letters·2024· 6 cited
Multi-objective genetic algorithm embedded with reinforcement learning for petrochemical melt-flow-index production scheduling
Applied Soft Computing·2024· 14 cited
BMB-LIME: LIME with modeling local nonlinearity and uncertainty in explainability
Knowledge-Based Systems·2024· 27 cited
Vergence-Accommodation Conflict: Increased Presbyopia in Virtual Reality
Klinische Monatsblätter für Augenheilkunde·2024
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Frequent Co-authors

Lung‐Ming Fu(12), Yu‐Hsiang Wang(5), Che‐Hsin Lin(5), Che-Ming Chiang(4), Ronghua Ma(4), Ke Wang(4), Gwo‐Bin Lee(3), Andrew L. Johnson(3), Chih‐Yung Wen(3), Ruey‐Jen Yang(3), Po-Cheng Chou(2), Yi-Ming Wei(2), Hsien-Tsung Chang(2), Chen–Fu Chien(2), Chin‐Lung Chang(1), Yaonan Wang(1), Wen-Teng Wang(1), Chan-Chiung Liu(1), Chiu‐Feng Lin(1), Yu-Hsiang Wang(1)