A penalized regression model for spatial functional data with application to the analysis of the production of waste in Venice province MS Bernardi, LM Sangalli, G Mazza, JO Ramsay
Stochastic environmental research and risk assessment 31, 23-38, 2017
53 2017 Curve matching, a generalized framework for models/experiments comparison: An application to n-heptane combustion kinetic mechanisms MS Bernardi, M Pelucchi, A Stagni, LM Sangalli, A Cuoci, A Frassoldati, ...
Combustion and Flame 168, 186-203, 2016
34 2016 Modeling spatial anisotropy via regression with partial differential regularization MS Bernardi, M Carey, JO Ramsay, LM Sangalli
Journal of Multivariate Analysis 167, 15-30, 2018
23 2018 On the use of interferometric synthetic aperture radar data for monitoring and forecasting natural hazards MS Bernardi, PC Africa, C de Falco, L Formaggia, A Menafoglio, S Vantini
Mathematical Geosciences 53 (8), 1781-1812, 2021
20 2021 Analysis of proteomics data: Block M Bernardi, LM Sangalli, P Secchi, S Vantini
10 2014 Analysis of juggling data: An application of M Bernardi, LM Sangalli, P Secchi, S Vantini
6 2014 Modelling spatial and spatio-temporal fields via regression with PDE penalization MS Bernardi
Politecnico di Milano, 2017
3 2017 Identification of Precursors in InSAR Time Series Using Functional Data Analysis Post-Processing: Demonstration on Mud Volcano Eruptions M Fontana, MS Bernardi, F Cigna, D Tapete, A Menafoglio, S Vantini
Remote Sensing 16 (7), 1191, 2024
2024 Modeling Spatially Dependent Functional Data by Spatial Regression with Differential Regularization MS Bernardi, LM Sangalli
Geostatistical Functional Data Analysis, 260-285, 2022
2022 Composition-on-Function Regression Model for the Remote Analysis of Near-Earth Asteroids MS Bernardi, M Fontana, A Menafoglio, A Pisello, M Porreca, D Perugini, ...
Preface XIX 1 Plenary Sessions, 801, 2021
2021 Functional Data Analysis for Spectroscopy Data MS Bernardi, M Fontana, A Menafoglio, D Perugini, A Pisello, M Ferrari, ...
Book of Short Papers SIS 2020, 846-851, 2020
2020 Analysis of Telecom Italia mobile phone data by space-time regression with differential regularization E Arnone, MS Bernardi, LM Sangalli, P Secchi
Functional and High-Dimensional Statistics and Related Fields 5, 5-10, 2020
2020 PDE-regularized regression for anisotropic spatial fields MS Bernardi, M Carey, JO Ramsay, LM Sangalli
Smart statistics for smart applications, 669-672, 2019
2019 A penalized regression model for functional data with spatial dependence M Bernardi, G Mazza, JO Ramsay, L Sangalli
Proceedings of the XLVIII Scientific Meeting of the Italian Statistical …, 2016
2016 A separable model for spatial functional data with application to the analysis of the production of waste in Venice province MS Bernardi, G Mazza, JO Ramsay, LM Sangalli
Tech. Rep. MOX 34/2015, Dip. di Matematica, Politecnico di Milano. Submitted …, 2015
2015 Registrazione di curve mediante l'algoritmo k-mean alignment ed estensione all'allineamento locale e di superfici MS BERNARDI
Politecnico di Milano, 2012
2012 Different Varimax Rotation Approaches of Functional PCA for the evolution of COVID-19 pandemic in Spain.......... C Acal, AM Aguilera, M Escabias, M Alahiane, I Ouassou, P Vieu, ...
Different Varimax Rotation Approaches of Functional PCA for the evolution of …, 0
MOX–Report No. 42/2013 M Bernardi, LM Sangalli, P Secchi, S Vantini
MOX–Report No. 41/2013 M Bernardi, LM Sangalli, P Secchi, S Vantini
