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07/19/2022
funcharts: Control charts for multivariate functional data in R
Modern statistical process monitoring (SPM) applications focus on profil...
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07/16/2022
Robust Multivariate Functional Control Charts
Profile monitoring assesses the stability over time of one or multiple f...
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05/12/2022
Real-time Monitoring of Functional Data
With the rise of Industry 4.0, huge amounts of data are now generated th...
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12/20/2021
Robust Functional ANOVA with Application to Additive Manufacturing
The development of data acquisition systems is facilitating the collecti...
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03/28/2021
Sparse and Smooth Functional Data Clustering
A new model-based procedure is developed for sparse clustering of functi...
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11/24/2020
Adaptive Smoothing Spline Estimator for the Function-on-Function Linear Regression Model
In this paper, we propose an adaptive smoothing spline (AdaSS) estimator...
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07/17/2020
Functional clustering methods for resistance spot welding process data in the automotive industry
Quality assessment of resistance spot welding (RSW) joints of metal shee...
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07/01/2020