Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy
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Dive into the research topics where Yanhui Lin is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Gradient Boosting-Based Predictive Uncertainty Estimation for Tabular Data Using Statistical Variance and Proper Scoring Rule
Yan, P. C., Zio, E. & Lin, Y. H., 2026, In: IEEE Transactions on Automation Science and Engineering. 23, p. 6076-6089 14 p.Research output: Contribution to journal › Article › peer-review
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Recent advances in uncertainty analysis for prognostics and remaining useful life prediction: A review
Lin, Y. H., Yan, P. C. & Zio, E., May 2026, In: Reliability Engineering and System Safety. 269, 112110.Research output: Contribution to journal › Article › peer-review
7 Link opens in a new tab Scopus citations -
Uncertainty-Driven Online Deep Ensemble for Imbalanced Drifting Data Stream Regression
Lin, Y. H. & Qi, L., Jan 2026, In: IEEE Transactions on Industrial Informatics. 22, 1, p. 49-59 11 p.Research output: Contribution to journal › Article › peer-review
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A novel method of detection of noisy samples in high-dimensional sequential data considering both attribute and label noise
Chang, L., Guan, L. X., Zio, E. & Lin, Y. H., May 2025, In: Computers and Industrial Engineering. 203, 111064.Research output: Contribution to journal › Article › peer-review
Open Access -
Electrochemical impedance spectroscopy-based deep ensemble for lithium-ion batteries remaining useful life prediction considering data imbalance and uncertainty
Ruan, S. J. & Lin, Y. H., 30 Dec 2025, In: Journal of Energy Storage. 140, 118797.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations