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 regression control chart F Centofanti, A Lepore, A Menafoglio, B Palumbo, S Vantini Technometrics 63 (3), 281-294, 2021 | 20 | 2021 |
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 | 8 | 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 |
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 Multivariate Functional Control Chart C Capezza, F Centofanti, A Lepore, B Palumbo Technometrics, 1-17, 2024 | 4 | 2024 |
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 |
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 |
An Adaptive Multivariate Functional EWMA Control Chart C Capezza, G Capizzi, F Centofanti, A Lepore, B Palumbo arXiv preprint arXiv:2403.03837, 2024 | | 2024 |