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Matteo Fontana
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Conformal Prediction: a Unified Review of Theory and New Challenges
M Fontana, G Zeni, S Vantini
Bernoulli 29 (1), 1-23, 2023
1052023
Multi-level conformal clustering: A distribution-free technique for clustering and anomaly detection
I Nouretdinov, J Gammerman, M Fontana, D Rehal
Neurocomputing 397, 279-291, 2020
242020
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
212022
Conformal prediction bands for multivariate functional data
J Diquigiovanni, M Fontana, S Vantini
Journal of Multivariate Analysis 189, 104879, 2022
202022
Mapping the demand side of computational social science for policy: Harnessing digital trace data and computational methods to address societal challenges
E Bertoni, M Fontana, L Gabrielli, S Signorelli, M Vespe
Publications Office of the European Union, 2022
15*2022
The Importance of Being a Band: Finite-Sample Exact Distribution-Free Prediction Sets for Functional Data
J Diquigiovanni, M Fontana, S Vantini
Statistica Sinica, 2023
92023
Handbook of Computational Social Science for Policy
E Bertoni, M Fontana, L Gabrielli, S Signorelli, M Vespe
Springer Nature, 2023
62023
Mobility and Economic Impact of COVID-19 Restrictions in Italy using Mobile Network Operator Data A focus on the period November 2020-February 2021
F SERMI, U MINORA, S IACUS, S SPYRATOS, M FONTANA, ...
Publications Office of the European Union, 2021
5*2021
A Conformal Approach for Distribution-free Prediction of Functional Data
M Fontana, S Vantini, M Tavoni, A Gammerman
Functional and High-Dimensional Statistics and Related Fields 5, 83-90, 2020
42020
Functional Data Analysis of high-frequency load curves reveals drivers of residential electricity consumption
M Fontana, M Tavoni, S Vantini
PloS one 14 (6), e0218702, 2019
42019
Distribution-Free Prediction Bands for Multivariate Functional Time Series: an Application to the Italian Gas Market
J Diquigiovanni, M Fontana, S Vantini
arXiv preprint arXiv:2107.00527, 2021
32021
Conformal Prediction Bands for Two-Dimensional Functional Time Series
N Ajroldi, J Diquigiovanni, M Fontana, S Vantini
Computational Statistics and Data Analysis, 2023
22023
Functional Data Analysis-based sensitivity analysis of Integrated Assessment Models for Climate Change Modelling
M Fontana, M Tavoni, S Vantini
Smart Statistics for Smart Applications-Books of Short Papers SIS2019, 313-317, 2019
22019
Challenges and Opportunities of Computational Social Science for Official Statistics
S Signorelli, M Fontana, L Gabrielli, M Vespe
Handbook of Computational Social Science for Policy, 195-211, 2023
12023
conformalInference. multi and conformalInference. fd: Twin Packages for Conformal Prediction
P Vergottini, M Fontana, J Diquigiovanni, A Solari, S Vantini
arXiv preprint arXiv:2206.14663, 2022
12022
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
Bayesian Functional Emulation of CO2 Emissions on Future Climate Change Scenarios
L Aiello, M Fontana, A Guglielmi
Environmetrics, 2023
2023
An Evaluation of Researchers' Migration Patterns in Europe using Digital Trace Data
J Ghirri, M Mastropietro, S Vantini, F Ieva, M Fontana
arXiv preprint arXiv:2302.07764, 2023
2023
DIGISER. Digital Innovation in Governance and Public Service Provision
G Concilio, I Bianchi, F Fagiani, M Fontana, I Mariani, M Secchi
2022
slasso: Smooth LASSO Estimator for the Function-on-Function Linear Regression
F Centofanti, A Lepore, S Vantini, M Fontana
https://cran.r-project.org/package=slasso, 2022
2022
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