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Xiaolei Fang

Sensor-fusion based Prognostics Framework for Complex Engineering Systems Exhibiting Multiple Failure Modes

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Nov 19, 2024
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A Two-Stage Federated Learning Approach for Industrial Prognostics Using Large-Scale High-Dimensional Signals

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Oct 14, 2024
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Deep Learning-Based Residual Useful Lifetime Prediction for Assets with Uncertain Failure Modes

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May 09, 2024
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Differentially Private Log-Location-Scale Regression Using Functional Mechanism

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Apr 12, 2024
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Federated Multilinear Principal Component Analysis with Applications in Prognostics

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Dec 11, 2023
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A Federated Data Fusion-Based Prognostic Model for Applications with Multi-Stream Incomplete Signals

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Nov 13, 2023
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A Supervised Tensor Dimension Reduction-Based Prognostics Model for Applications with Incomplete Imaging Data

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Jul 22, 2022
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