Author

Mei Yan

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2026

Adaptive Learning-Based Resilient Automation for Switched Systems Under FDI Attacks and Actuator Faults

Automated systems operating across multiple modes increasingly rely on networked sensing and feedback, which makes them vulnerable to abrupt actuator faults and false-data-injection (FDI) attacks. This paper studies resilient estimation and control for continuous-time switched automation systems under these two coupled...

Yong-Hong Chen, Qi-Long Xie, Mei Yan et al. · IEEE Transactions on Automat... · 0 citations

Open access Aug 2026

ASWBoost: Classification algorithm for noisy and imbalanced data based on parametric exponential loss

ASWBoost, a robust boosting algorithm, is proposed by introducing a parameter θ to modify the exponential loss, and significantly outperforms AdaBoost, CS-AdaBoost, GBDT, SMOTEBoost, and RUSBoost, with overall performance comparable to XGBoost.

Fei Meng, Mei Yan, Hang Liu et al. · PLoS ONE · 0 citations