most citedFunctional outlier detection for density-valued data with application to robustify distribution to distribution regression

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stat.AP2018

LQD-RKHS-based distribution-to-distribution regression methodology for restoring the probability distributions of missing SHM data

Zhicheng Chen, Yuequan Bao, Hui Li +1

Data loss is a critical problem in structural health monitoring (SHM). Probability distributions play a highly important role in many applications. Improving the quality of distrib…