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Songqiao Hu

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2020 – today

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2025
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Songqiao Hu, Zeyi Liu, Minyue Li, Xiao He:
CADM+: Confusion-Based Learning Framework With Drift Detection and Adaptation for Real-Time Safety Assessment. IEEE Trans. Neural Networks Learn. Syst. 36(3): 5126-5139 (2025)
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  - journals/corr/abs-2503-15581
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Songqiao Hu, Zeyi Liu, Xiao He:
Performance-bounded Online Ensemble Learning Method Based on Multi-armed bandits and Its Applications in Real-time Safety Assessment. CoRR abs/2503.15581 (2025)
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  - journals/corr/abs-2503-16551
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Songqiao Hu, Zeyi Liu, Xiao He, Zhen Shen:
CoIn-SafeLink: Safety-critical Control With Cost-sensitive Incremental Random Vector Functional Link Network. CoRR abs/2503.16551 (2025)
2023
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  - conf/caasafeproc/LiuHH23
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Zeyi Liu, Songqiao Hu, Xiao He:
Real-time Safety Assessment of Dynamic Systems in Non-stationary Environments: A Review of Methods and Techniques. SAFEPROCESS 2023: 1-6
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  - journals/corr/abs-2303-16906
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Songqiao Hu, Zeyi Liu, Xiao He:
CADM: Confusion Model-based Detection Method for Real-drift in Chunk Data Stream. CoRR abs/2303.16906 (2023)
[i1]
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  - journals/corr/abs-2304-12583
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Zeyi Liu, Songqiao Hu, Xiao He:
Real-time Safety Assessment of Dynamic Systems in Non-stationary Environments: A Review of Methods and Techniques. CoRR abs/2304.12583 (2023)
2022
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  - conf/scube/HuL022
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Songqiao Hu, Zeyi Liu, Xiao He:
CADM: Confusion Model-Based Detection Method for Real-Drift in Chunk Data Stream. S-CUBE 2022: 191-201

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