Simone Vantini

Simone Vantini

Politecnico di Milano

H-index: 24

Europe-Italy

About Simone Vantini

Simone Vantini, With an exceptional h-index of 24 and a recent h-index of 18 (since 2020), a distinguished researcher at Politecnico di Milano, specializes in the field of Functional Data Analysis, High-dimensional Data, Non-parametric Statistics, Geostatistics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Populations of unlabelled networks: Graph space geometry and generalized geodesic principal components

A Distributed Approach for Fault Detection in Swarms of Robots

Conformal Prediction Sets for Populations of Graphs

Identification of Precursors in InSAR Time Series Using Functional Data Analysis Post-Processing: Demonstration on Mud Volcano Eruptions

An Evaluation of Researchers' Migration Patterns in Europe using Digital Trace Data

Conformal prediction: a unified review of theory and new challenges

funLOCI: A Local Clustering Algorithm for Functional Data

Nonparametric local inference for functional data defined on manifold domains

Simone Vantini Information

University

Position

Associate Professor of Statistics MOX - Department of Mathematics

Citations(all)

1985

Citations(since 2020)

1118

Cited By

1290

hIndex(all)

24

hIndex(since 2020)

18

i10Index(all)

48

i10Index(since 2020)

40

Email

University Profile Page

Politecnico di Milano

Google Scholar

View Google Scholar Profile

Simone Vantini Skills & Research Interests

Functional Data Analysis

High-dimensional Data

Non-parametric Statistics

Geostatistics

Top articles of Simone Vantini

Title

Journal

Author(s)

Publication Date

Populations of unlabelled networks: Graph space geometry and generalized geodesic principal components

Biometrika

Anna Calissano

Aasa Feragen

Simone Vantini

2024/3/1

A Distributed Approach for Fault Detection in Swarms of Robots

Alessandro Carminati

Davide Azzalini

Simone Vantini

Francesco Amigoni

2024/5/6

Conformal Prediction Sets for Populations of Graphs

arXiv preprint arXiv:2404.18862

Anna Calissano

Matteo Fontana

Gianluca Zeni

Simone Vantini

2024/4/29

Identification of Precursors in InSAR Time Series Using Functional Data Analysis Post-Processing: Demonstration on Mud Volcano Eruptions

Remote Sensing

Matteo Fontana

Mara Sabina Bernardi

Francesca Cigna

Deodato Tapete

Alessandra Menafoglio

...

2024/3/28

An Evaluation of Researchers' Migration Patterns in Europe using Digital Trace Data

arXiv preprint arXiv:2302.07764

Jacopo Ghirri

Marta Mastropietro

Simone Vantini

Francesca Ieva

Matteo Fontana

2023/2/15

Conformal prediction: a unified review of theory and new challenges

Matteo Fontana

Gianluca Zeni

Simone Vantini

2023/2

funLOCI: A Local Clustering Algorithm for Functional Data

Journal of Classification

Jacopo Di Iorio

Simone Vantini

2023/12/7

Nonparametric local inference for functional data defined on manifold domains

Niels Lundtorp Olsen

Alessia Pini

Simone Vantini

2023

Conformal prediction bands for two-dimensional functional time series

Computational Statistics & Data Analysis

Niccolò Ajroldi

Jacopo Diquigiovanni

Matteo Fontana

Simone Vantini

2023/11/1

Robust functional ANOVA with application to additive manufacturing

Journal of the Royal Statistical Society Series C: Applied Statistics

Fabio Centofanti

Bianca Maria Colosimo

Marco Luigi Grasso

Alessandra Menafoglio

Biagio Palumbo

...

2023/11

Domain selection and familywise error rate for functional data: A unified framework

Biometrics

Konrad Abramowicz

Alessia Pini

Lina Schelin

Sara Sjöstedt de Luna

Aymeric Stamm

...

2023/6

Funcharts: Control charts for multivariate functional data in R

Journal of Quality Technology

Christian Capezza

Fabio Centofanti

Antonio Lepore

Alessandra Menafoglio

Biagio Palumbo

...

2023/10/20

an interpretable and transferable model for shallow landslide prediction combining spatial poisson point processes and generalized additive models.

TERESA BORTOLOTTI

SIMONE VANTINI

2023/5/4

How to prioritize bridge maintenance using a functional priority index

M Arena

G Azzone

VM Urbano

P Secchi

A Torti

...

2023/6/28

Local inference for functional linear mixed models

Computational Statistics & Data Analysis

Alessia Pini

Helle Sørensen

Anders Tolver

Simone Vantini

2023/5/1

Local inference for functional data on manifold domains using permutation tests

arXiv preprint arXiv:2306.07738

Niels Lundtorp Olsen

Alessia Pini

Simone Vantini

2023/6/13

Adaptive smoothing spline estimator for the function-on-function linear regression model

Computational Statistics

Fabio Centofanti

Antonio Lepore

Alessandra Menafoglio

Biagio Palumbo

Simone Vantini

2023/3

conformalInference. multi and conformalInference. fd: Twin Packages for Conformal Prediction

arXiv preprint arXiv:2206.14663

Paolo Vergottini

Matteo Fontana

Jacopo Diquigiovanni

Aldo Solari

Simone Vantini

2022/6/29

Functional analysis of variance in presence of outliers: the RoFANOVA approach

F Centofanti

BM Colosimo

M Grasso

A Menafoglio

B Palumbo

...

2022

Development of a functional priority index for assessing the impact of a bridge closure

M Arena

G Azzone

VM Urbano

P Secchi

A Torti

...

2022/6/27

See List of Professors in Simone Vantini University(Politecnico di Milano)

Co-Authors

H-index: 50
Alessandro Veneziani

Alessandro Veneziani

Emory University

H-index: 22
Valeria Vitelli

Valeria Vitelli

Universitetet i Oslo

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