67 citations · 81 across the 3 of their papers we have counts for
3 papers
stat.ME2021★ 12 cited
A change-point detection method for detecting and locating the abrupt changes in distributions of damage-sensitive features of SHM data, with application to structural condition assessment
Xinyi Lei, Zhicheng Chen, Hui Li +1
Diagnosing the changes of structural behaviors using monitoring data is an important objective of structural health monitoring (SHM). The changes in structural behaviors are usuall…
stat.ME2021★ 2 cited
Functional outlier detection for density-valued data with application to robustify distribution to distribution regression
Xinyi Lei, Zhicheng Chen, Hui Li
Distributional data analysis, concerned with statistical analysis and modeling for data objects consisting of random probability density functions (PDFs) in the framework of functi…
stat.AP2018★ 67 cited
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…