Sfoglia per Autore
Functional Data Analysis-based sensitivity analysis of Integrated Assessment Models for Climate Change Modelling
In corso di stampa Fontana, Matteo; Tavoni, Massimo; Vantini, Simone
Populations of unlabelled networks: graph space geometry and generalized geodesic principal components
2024-01-01 Calissano, Anna; Feragen, Aasa; Vantini, Simone
Robust functional ANOVA with application to additive manufacturing
2023-01-01 Centofanti, Fabio; Colosimo, BIANCA MARIA; Grasso, MARCO LUIGI GIUSEPPE; Menafoglio, Alessandra; Palumbo, Biagio; Vantini, Simone
How to prioritize bridge maintenance using a functional priority index
2023-01-01 Arena, M.; Azzone, G.; Urbano, V. M.; Secchi, P.; Torti, A.; Vantini, S.
Adaptive smoothing spline estimator for the function-on-function linear regression model
2023-01-01 Centofanti, F.; Lepore, A.; Menafoglio, A.; Palumbo, B.; Vantini, S.
funcharts: control charts for multivariate functional data in R
2023-01-01 Capezza, Christian; Centofanti, Fabio; Lepore, Antonio; Menafoglio, Alessandra; Palumbo, Biagio; Vantini, Simone
Conformal prediction bands for two-dimensional functional time series
2023-01-01 Ajroldi, Niccolò; Diquigiovanni, Jacopo; Fontana, Matteo; Vantini, Simone
Local inference for functional linear mixed models
2023-01-01 Pini, A; Sorensen, H; Tolver, A; Vantini, S
Conformal prediction: A unified review of theory and new challenges
2023-01-01 Fontana, M.; Zeni, G.; Vantini, S.
Development of a functional priority index for assessing the impact of a bridge closure
2022-01-01 Arena, M.; Azzone, G.; Urbano, V. M.; Secchi, P.; Torti, A.; Vantini, S.
Functional analysis of variance in presence of outliers: the RoFANOVA approach
2022-01-01 Centofanti, F.; Colosimo, B. M.; Grasso, M.; Menafoglio, A.; Palumbo, B.; Vantini, S.
A robust approach for functional ANOVA with application to additive manufacturing
2022-01-01 Centofanti, Fabio; Colosimo, BIANCA MARIA; Luigi Grasso, Marco; Menafoglio, Alessandra; Palumbo, Biagio; Vantini, Simone
A Nonparametric Algorithm for Spatially Dependent Functional Data: Bagging Voronoi for Clustering, Dimensional Reduction, and Regression
2022-01-01 Vitelli, V.; Passamonti, F.; Vantini, S.; Secchi, P.
Nonparametric Inference for Spatiotemporal Data Based on Local Null Hypothesis Testing for Functional Data
2022-01-01 Pini, A.; Vantini, S.
Bridge closure in the road network of Lombardy: a spatio-temporal analysis of the socio-economic impacts
2022-01-01 Torti, A.; Arena, M.; Azzone, G.; Secchi, P.; Vantini, S.
Measure inducing classification and regression trees for functional data
2022-01-01 Belli, E.; Vantini, S.
Making posters to understand statistics: towards a didactical approach in communication design
2022-01-01 Mauri, Michele; Vantini, Simone; Gobbo, Beatrice; Elli, Tommaso; Aversa, Elena; Benedetti, Andrea; Briones Rojas, María De Los Angeles; Colombo, Gabriele
Graph-valued regression: Prediction of unlabelled networks in a non-Euclidean graph space
2022-01-01 Calissano, A.; Feragen, A.; Vantini, S.
Ridge regression with adaptive additive rectangles and other piecewise functional templates
2022-01-01 Belli, Edoardo; Vantini, Simone
Heterogeneity of technological structures between EU countries: An application of complex systems methods to Input–Output Tables
2022-01-01 Mascaretti, Andrea; Dell'Agostino, Laura; Arena, Marika; Flori, Andrea; Menafoglio, Alessandra; Vantini, Simone
Smooth LASSO estimator for the Function-on-Function linear regression model
2022-01-01 Centofanti, Fabio; Fontana, Matteo; Lepore, Antonio; Vantini, Simone
A general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway line
2022-01-01 Torti, A.; Galvani, M.; Menafoglio, A.; Secchi, P.; Vantini, S.
Conformal prediction bands for multivariate functional data
2022-01-01 Diquigiovanni, J.; Fontana, M.; Vantini, S.
Domain selection and familywise error rate for functional data: A unified framework
2022-01-01 Abramowicz, Konrad; Pini, Alessia; Schelin, Lina; Sjöstedt de Luna, Sara; Stamm, Aymeric; Vantini, Simone
A nonparamteric algorithm for spatially dependent functional data: Bagging Voronoi for clustering, dimensional reduction and regression
2021-01-01 Vitelli, V.; Vantini, S.; Passamonti, F.; Secchi, P.
Multiscale null hypothesis testing for network‐valued data: Analysis of brain networks of patients with autism
2021-01-01 Lovato, Ilenia; Pini, Alessia; Stamm, Aymeric; Taquet, Maxime; Vantini, Simone
Functional regression control chart for monitoring ship CO2 emissions
2021-01-01 Capezza, C.; Centofanti, F.; Lepore, A.; Menafoglio, A.; Palumbo, B.; Vantini, S.
Over three decades of natural history of limb girdle muscular dystrophy type R1/2A and R2/2B: Mathematical modelling of a multifactorial study
2021-01-01 Lomauro, A.; Gandossini, S.; Russo, A.; Diella, E.; Pistininzi, C.; Marchi, E.; Pascuzzo, R.; Vantini, S.; Aliverti, A.; D'Angelo, M. G.
How to Get Away With Statistics: Gamification of Multivariate Statistics
2021-01-01 Di Iorio, J.; Vantini, S.
On the Use of Interferometric Synthetic Aperture Radar Data for Monitoring and Forecasting Natural Hazards
2021-01-01 Bernardi, Mara S.; Africa, Pasquale C.; DE FALCO, Carlo; Formaggia, Luca; Menafoglio, Alessandra; Vantini, Simone
FunCC: A new bi-clustering algorithm for functional data with misalignment
2021-01-01 Galvani, M.; Torti, A.; Menafoglio, A.; Vantini, S.
False discovery rate for functional data
2021-01-01 Olsen, N. L.; Pini, A.; Vantini, S.
Functional Data Analysis for Spectroscopy Data
2020-01-01 Bernardi, M. S.; Fontana, M.; Menafoglio, A.; Perugini, D.; Pisello, A.; Ferrari, M.; De Angelis, S.; De Sanctis, M. C.; Vantini, S.
Individuare le priorità manutentive dei ponti stradali lombardi
2020-01-01 Arena, M.; Bianchi, S.; Biondini, F.; Torti, A.; Vantini, S.
A Conformal Approach for Distribution-free Prediction of Functional Data
2020-01-01 Fontana, Matteo; Vantini, Simone; Tavoni, Massimo; Gammerman, Alexander
A framework for analysis and expansion of public charging infrastructure under fast penetration of electric vehicles
2020-01-01 Pallonetto, F.; Galvani, M.; Torti, A.; Vantini, S.
Control charts for monitoring ship operating conditions and CO2 emissions based on scalar-on-function regression
2020-01-01 Capezza, Christian; Lepore, Antonio; Menafoglio, Alessandra; Palumbo, Biagio; Vantini, Simone
Model-free two-sample test for network-valued data
2020-01-01 Lovato, I.; Pini, A.; Stamm, A.; Vantini, S.
Functional Regression Control Chart
2020-01-01 Centofanti, Fabio; Lepore, Antonio; Menafoglio, Alessandra; Palumbo, Biagio; Vantini, Simone
Modelling time-varying mobility flows using function-on-function regression: Analysis of a bike sharing system in the city of Milan
2020-01-01 Torti, A.; Pini, A.; Vantini, S.
A data-driven prediction method for an early warning of coccidiosis in intensive livestock systems: A preliminary study
2020-01-01 Borgonovo, F.; Ferrante, V.; Grilli, G.; Pascuzzo, R.; Vantini, S.; Guarino, M.
Monitoring rare categories in sentiment and opinion analysis: a Milan mega event on Twitter platform
2020-01-01 Calissano, A.; Vantini, S.; Arena, M.
Going Beyond the Euclidean Setting in the Statistical Analysis of Human Movement in Urban Landscape,
2020-01-01 Calissano, A.; Sturla, P.; Pucci, P.; Fedeli, V.; Vantini, S.
A sparse estimator for the function-on-function linear regression model
2019-01-01 Centofanti, Fabio; Fontana, Matteo; Lepore, Antonio; Vantini, Simone
An Object Oriented Data Analysis of Tweets: the Case of Queen Elizabeth Olympic Park Object Oriented Data Analysis di Tweet: il caso del Queen Elizabeth Olympic Park
2019-01-01 Riva, Paola; Sturla, Paola; Calissano, Anna; Vantini, Simone
Landscape Perception through Complex Data:Exploring George Hargreaves’s Queen Elizabeth Olympic Park in London
2019-01-01 Riva, Paola; Sturla, Paola; Calissano, Anna; Vantini, Simone
Functional Data Analysis of high-frequency load curves reveals drivers of residential electricity consumption
2019-01-01 Fontana, Matteo; Tavoni, Massimo; Vantini, Simone
Multi-aspect local inference for functional data: Analysis of ultrasound tongue profiles
2019-01-01 Pini, Alessia; Spreafico, Lorenzo; Vantini, Simone; Vietti, Alessandro
Data driven estimation of trade promotion effect from transactional data: analysis of the Mexican beverage market
2018-01-01 Landro', Matteo; DIAZ LEMA, MELISA LUCIA; Arnaboldi, M.; Vantini, S.
Multimodal study of the urban sharing mobility network: A case of Milan
2018-01-01 Diaz Lema, M. L.; Robbiani, Andrea; Arnaboldi, M.; Vantini, S.
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