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Open access Sep 2026

Robust Ordered-Risk Assessment via Physics-Informed Synthetic Data Generation and TA-DE-ELM

Ordered-risk assessment is a safety-critical learning problem in which delayed or biased risk estimation can affect prioritization and response planning. Existing expert-knowledge and data-driven approaches face a trade-off among transparent indicator design, nonlinear representation capability, and stable optimization...

Xi-Nan Liu, Pan-Long Wu, Chun-Hao Liu et al. · 0 citations

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