← All authors Simone Vantini Politecnico di Milano (from arXiv:2207.13656, 2022) · ORCID · OpenAlex
52 papers in scope · 51 published · 3 on the econ.EM arXiv · 1,243 citations · h-index 19 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Matteo Fontana Gianluca Zeni Jacopo Diquigiovanni Niccolò Ajroldi Pietro Bogani W. Małgorzewicz Markus Stocker Souhaib Ben Taieb Luca M. Neri Stéphane Surprenant Maxime Leroux Dalibor Stevanović Philippe Goulet Coulombe Florian Ziel Rafał Weron Fotios Petropoulos Feng Li Alisa Yusupova Paul Ghelasi Bartosz Uniejewski Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (3 of 52)
Monitoring road infrastructure from satellite images in Greater Maputo
published 2024 · Statistical Methods & Applications · 1 citations
with Arianna Burzacchi, Matteo Landrò
working paper 2024 · arXiv
Robust functional ANOVA with application to additive manufacturing
published 2023 · Journal of the Royal Statistical Society Series C (Applied Statistics) · 7 citations · first circulated 2021
with Fabio Centofanti, Bianca Maria Colosimo, Marco Grasso, Alessandra Menafoglio, Biagio Palumbo
funcharts: control charts for multivariate functional data in R
published 2023 · Journal of Quality Technology · 19 citations · first circulated 2022
with Christian Capezza, Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo
published 2023 · Computational Statistics & Data Analysis · 13 citations · first circulated 2022
The Importance of Being a Band: Finite-Sample Exact Distribution-Free Prediction Sets for Functional Data
published 2023 · Statistica Sinica · 5 citations · first circulated 2021
Functional Regression Control Charts with an Application to Ship Fuel Consumption Monitoring
published 2023 · Wiley StatsRef: Statistics Reference Online · 2 citations
with Christian Capezza, Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo
Populations of unlabelled networks: graph space geometry and generalized geodesic principal components
published 2023 · Biometrika · 11 citations
with Anna Calissano, Aasa Feragen
Local inference for functional linear mixed models
published 2023 · Computational Statistics & Data Analysis · 2 citations
with Alessia Pini, Helle Sørensen, Anders Tolver
published 2022 · Bernoulli · 156 citations · first circulated 2020
Smooth LASSO estimator for the Function-on-Function linear regression model
published 2022 · Computational Statistics & Data Analysis · 8 citations
Adaptive smoothing spline estimator for the function-on-function linear regression model
published 2022 · Computational Statistics · 13 citations · first circulated 2020
with Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo
Domain Selection and Familywise Error Rate for Functional Data: A Unified Framework
published 2022 · Biometrics · 6 citations
with Konrad Abramowicz, Alessia Pini, Lina Schelin, Sara Sjöstedt de Luna, Aymeric Stamm
Ridge regression with adaptive additive rectangles and other piecewise functional templates
published 2022 · Neurocomputing · 3 citations · first circulated 2020
with Edoardo Belli
Graph-valued regression: Prediction of unlabelled networks in a non-Euclidean graph space
published 2022 · Journal of Multivariate Analysis · 9 citations
with Anna Calissano, Aasa Feragen
Bridge closure in the road network of Lombardy: a spatio-temporal analysis of the socio-economic impacts
published 2022 · Statistical Methods & Applications · 11 citations
with Agostino Torti, Marika Arena, Giovanni Azzone, Piercesare Secchi
Measure inducing classification and regression trees for functional data
published 2021 · Statistical Analysis and Data Mining The ASA Data Science Journal · 11 citations · first circulated 2020
with Edoardo Belli
A general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway line
published 2021 · International Journal of Approximate Reasoning · 10 citations
with Agostino Torti, Marta Galvani, Alessandra Menafoglio, Piercesare Secchi
Conformal prediction bands for multivariate functional data
published 2021 · Journal of Multivariate Analysis · 29 citations
Functional regression control chart for monitoring ship CO2$_{2}$ emissions
published 2021 · Quality and Reliability Engineering International · 14 citations · first circulated 2018
with Christian Capezza, Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo
FunCC: A new bi-clustering algorithm for functional data with misalignment
published 2021 · Computational Statistics & Data Analysis · 10 citations
with Marta Galvani, Agostino Torti, Alessandra Menafoglio
False discovery rate for functional data
published 2021 · Test · 9 citations
with Niels Lundtorp Olsen, Alessia Pini
Functional Regression Control Chart
published 2020 · Technometrics · 38 citations
with Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo
Control charts for monitoring ship operating conditions and CO 2 emissions based on scalar‐on‐function regression
published 2020 · Applied Stochastic Models in Business and Industry · 30 citations
with Christian Capezza, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo
Monitoring rare categories in sentiment and opinion analysis: a Milan mega event on Twitter platform
published 2019 · Statistical Methods & Applications · 3 citations
with Anna Calissano, Marika Arena
Model-free two-sample test for network-valued data
published 2019 · Computational Statistics & Data Analysis · 8 citations
with Ilenia Lovato, Alessia Pini, Aymeric Stamm
Functional Data Analysis of high-frequency load curves reveals drivers of residential electricity consumption
published 2019 · PLoS ONE · 12 citations
Multi-aspect local inference for functional data: Analysis of ultrasound tongue profiles
published 2018 · Journal of Multivariate Analysis · 15 citations
with Alessia Pini, Lorenzo Spreafico, Alessandro Vietti
Can grimace scales estimate the pain status in horses and mice? A statistical approach to identify a classifier
published 2018 · PLoS ONE · 62 citations
with Emanuela Dalla Costa, Riccardo Pascuzzo, Matthew C. Leach, Francesca Dai, Dirk Lebelt, Michela Minero
Hotelling’s T 2 in separable Hilbert spaces
published 2018 · Journal of Multivariate Analysis · 11 citations
with Alessia Pini, Aymeric Stamm
Nonparametric inference for functional‐on‐scalar linear models applied to knee kinematic hop data after injury of the anterior cruciate ligament
published 2018 · Scandinavian Journal of Statistics · 34 citations
with Konrad Abramowicz, Charlotte K. Häger, Alessia Pini, Lina Schelin, Sara Sjöstedt de Luna
Wishing the Non-parametric Re-evolution
published 2018 · Statistics & Probability Letters · 2 citations
Interval-wise testing for functional data
published 2017 · Journal of nonparametric statistics · 72 citations
with Alessia Pini
Domain-Selective Functional Analysis of Variance for Supervised Statistical Profile Monitoring of Signal Data
published 2017 · Journal of the Royal Statistical Society Series C (Applied Statistics) · 24 citations
with Alessia Pini, Bianca Maria Colosimo, Marco Grasso
Constrained functional time series: Applications to the Italian gas market
published 2016 · International Journal of Forecasting · 33 citations
with Antonio Canale
The Interval Testing Procedure: A General Framework for Inference in Functional Data Analysis
published 2016 · Biometrics · 44 citations
with Alessia Pini
Hierarchical independent component analysis: A multi-resolution non-orthogonal data-driven basis
published 2015 · Computational Statistics & Data Analysis · 19 citations
with Piercesare Secchi, Paolo Zanini
Rejoinder to the discussion of “Analysis of Spatio-Temporal Mobile Phone Data: a Case Study in the Metropolitan Area of Milan”
published 2015 · Statistical Methods & Applications · 1 citations
with Piercesare Secchi, Valeria Vitelli
Analysis of spatio-temporal mobile phone data: a case study in the metropolitan area of Milan
published 2015 · Statistical Methods & Applications · 41 citations
with Piercesare Secchi, Valeria Vitelli
Principal differential analysis of the Aneurisk65 data set
published 2014 · Advances in Data Analysis and Classification · 7 citations
with Matilde Dalla Rosa, Laura M. Sangalli
Object Oriented Data Analysis: A few methodological challenges
published 2014 · Biometrical Journal · 3 citations
with Laura M. Sangalli, Piercesare Secchi
AneuRisk65: A dataset of three-dimensional cerebral vascular geometries
published 2014 · Electronic Journal of Statistics · 34 citations
with Laura M. Sangalli, Piercesare Secchi
Analysis of AneuRisk65 data: $k$-mean alignment
published 2014 · Electronic Journal of Statistics · 18 citations
with Laura M. Sangalli, Piercesare Secchi
Analysis of proteomics data: Block $k$-mean alignment
published 2014 · Electronic Journal of Statistics · 4 citations
with Mara S. Bernardi, Laura M. Sangalli, Piercesare Secchi
Analysis of spike train data: An application of $k$-mean alignment
published 2014 · Electronic Journal of Statistics · 3 citations
with Mirco Patriarca, Laura M. Sangalli, Piercesare Secchi
Rejoinder: Analysis of AneuRisk65 data
published 2014 · Electronic Journal of Statistics · 1 citations
with Laura M. Sangalli, Piercesare Secchi
Analysis of juggling data: An application of $k$-mean alignment
published 2014 · Electronic Journal of Statistics · 1 citations
with Mara S. Bernardi, Laura M. Sangalli, Piercesare Secchi
Inference for the mean of large $p$ small $n$ data: A finite-sample high-dimensional generalization of Hotelling’s theorem
published 2013 · Electronic Journal of Statistics · 19 citations
with Piercesare Secchi, Aymeric Stamm
On the definition of phase and amplitude variability in functional data analysis
published 2011 · Test · 34 citations · first circulated 2009
Fuzzy C-Means Clustering of Signal Functional Principal Components for Post-Processing Dynamic Scenarios of a Nuclear Power Plant Digital Instrumentation and Control System
published 2011 · IEEE Transactions on Reliability · 31 citations
with Francesco Di Maio, Piercesare Secchi, Enrico Zio
-mean alignment for curve clustering
published 2010 · Computational Statistics & Data Analysis · 175 citations
with Laura M. Sangalli, Piercesare Secchi, Valeria Vitelli
A Case Study in Exploratory Functional Data Analysis: Geometrical Features of the Internal Carotid Artery
published 2009 · Journal of the American Statistical Association · 115 citations
with Laura M. Sangalli, Piercesare Secchi, Alessandro Veneziani
Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.
Built from arXiv and OpenAlex. Supported by UKRI grant APP47921 (Martin Weidner, UCL · Francis J. DiTraglia, Oxford).