Functional regression control chart F Centofanti, A Lepore, A Menafoglio, B Palumbo, S Vantini
Technometrics 63 (3), 281-294, 2021
22 2021 Smooth LASSO estimator for the function-on-function linear regression model F Centofanti, M Fontana, A Lepore, S Vantini
Computational Statistics & Data Analysis, 107556, 2022
21 2022 Functional clustering methods for resistance spot welding process data in the automotive industry C Capezza, F Centofanti, A Lepore, B Palumbo
Applied Stochastic Models in Business and Industry 37 (5), 908-925, 2021
13 2021 Adaptive smoothing spline estimator for the function-on-function linear regression model F Centofanti, A Lepore, A Menafoglio, B Palumbo, S Vantini
Computational Statistics 38 (1), 191-216, 2023
9 2023 Functional regression control chart for monitoring ship CO emissions C Capezza, F Centofanti, A Lepore, A Menafoglio, B Palumbo, S Vantini
Quality and Reliability Engineering International 38 (3), 1519-1537, 2022
8 2022 Sparse and smooth functional data clustering F Centofanti, A Lepore, B Palumbo
Statistical Papers 65 (2), 795-825, 2024
6 2024 Robust Multivariate Functional Control Chart C Capezza, F Centofanti, A Lepore, B Palumbo
Technometrics, 1-17, 2024
5 2024 Real-time Monitoring of Functional Data F Centofanti, A Lepore, M Kulahci, MP Spooner
arXiv preprint arXiv:2205.06256, 2022
5 2022 Function‐on‐function regression for assessing production quality in industrial manufacturing B Palumbo, F Centofanti, F Del Re
Quality and Reliability Engineering International 36 (8), 2738-2753, 2020
5 2020 Robust functional ANOVA with application to additive manufacturing F Centofanti, BM Colosimo, ML Grasso, A Menafoglio, B Palumbo, ...
Journal of the Royal Statistical Society Series C: Applied Statistics 72 (5 …, 2023
3 2023 Funcharts: Control charts for multivariate functional data in R C Capezza, F Centofanti, A Lepore, A Menafoglio, B Palumbo, S Vantini
Journal of Quality Technology 55 (5), 566-583, 2023
3 2023 A functional data analysis approach for the monitoring of ship CO2 emissions C Capezza, F Centofanti, A Lepore, B Palumbo
Gestão & Produção 28, 2021
3 2021 Multivariate Singular Spectrum Analysis by Robust Diagonalwise Low-Rank Approximation F Centofanti, M Hubert, B Palumbo, PJ Rousseeuw
arXiv preprint arXiv:2310.01182, 2023
2 2023 Model Interpretability, Explainability and Trust for Manufacturing 4.0 BM Colosimo, F Centofanti
Interpretability for Industry 4.0: Statistical and Machine Learning …, 2022
2 2022 An Adaptive Multivariate Functional EWMA Control Chart C Capezza, G Capizzi, F Centofanti, A Lepore, B Palumbo
arXiv preprint arXiv:2403.03837, 2024
1 2024 Functional Regression Control Charts with an Application to Ship Fuel Consumption Monitoring C Capezza, F Centofanti, A Lepore, A Menafoglio, B Palumbo, S Vantini
Wiley StatsRef: Statistics Reference Online, 1-10, 2023
1 * 2023 Statistical Process Monitoring Methods Based on Functional Data Analysis C Capezza, F Centofanti, A Lepore, A Menafoglio, B Palumbo, S Vantini
Multimodal and Tensor Data Analytics for Industrial Systems Improvement, 41-55, 2024
2024