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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information
LecturerVantini Simone
QualificationFull professor full time
Belonging DepartmentDipartimento di Matematica
Scientific-Disciplinary SectorSTAT-01/A - Statistics
Curriculum VitaeDownload CV (595.91Kb - 31/05/2023)
OrcIDhttps://orcid.org/0000-0001-8255-5306

Contacts
Office hoursOffice hours is not available yet
E-mailsimone.vantini@polimi.it
Personal website---

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2025
No product yet registered in the year 2025


List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
A Distributed Approach for Fault Detection in Swarms of Robots (Show >>)
Journal Articles
Monitoring road infrastructure from satellite images in Greater Maputo (Show >>)
Populations of unlabelled networks: graph space geometry and generalized geodesic principal components (Show >>)
The Importance of Being a Band: Finite-Sample Exact Distribution-Free Prediction Sets for Functional Data (Show >>)
Urban mobility and learning: analyzing the influence of commuting time on students' GPA at Politecnico di Milano (Show >>)


List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Conference proceedings
How to prioritize bridge maintenance using a functional priority index (Show >>)
Journal Articles
Adaptive smoothing spline estimator for the function-on-function linear regression model (Show >>)
Conformal prediction bands for two-dimensional functional time series (Show >>)
Conformal prediction: A unified review of theory and new challenges (Show >>)
Local inference for functional linear mixed models (Show >>)
Robust functional ANOVA with application to additive manufacturing (Show >>)
funcharts: control charts for multivariate functional data in R (Show >>)


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Banca dati
DIGISER digital innovation in governance and public service provision (DATA PACKAGE) (Show >>)
Contributions on scientific books
A Nonparametric Algorithm for Spatially Dependent Functional Data: Bagging Voronoi for Clustering, Dimensional Reduction, and Regression (Show >>)
Nonparametric Inference for Spatiotemporal Data Based on Local Null Hypothesis Testing for Functional Data (Show >>)
Conference proceedings
A robust approach for functional ANOVA with application to additive manufacturing (Show >>)
Development of a functional priority index for assessing the impact of a bridge closure (Show >>)
Functional analysis of variance in presence of outliers: the RoFANOVA approach (Show >>)
Making posters to understand statistics: towards a didactical approach in communication design (Show >>)
Journal Articles
A general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway line (Show >>)
Bridge closure in the road network of Lombardy: a spatio-temporal analysis of the socio-economic impacts (Show >>)
Conformal prediction bands for multivariate functional data (Show >>)
Domain selection and familywise error rate for functional data: A unified framework (Show >>)
Graph-valued regression: Prediction of unlabelled networks in a non-Euclidean graph space (Show >>)
Heterogeneity of technological structures between EU countries: An application of complex systems methods to Input–Output Tables (Show >>)
Measure inducing classification and regression trees for functional data (Show >>)
Ridge regression with adaptive additive rectangles and other piecewise functional templates (Show >>)
Smooth LASSO estimator for the Function-on-Function linear regression model (Show >>)


List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Contributions on scientific books
A nonparamteric algorithm for spatially dependent functional data: Bagging Voronoi for clustering, dimensional reduction and regression (Show >>)
Journal Articles
False discovery rate for functional data (Show >>)
FunCC: A new bi-clustering algorithm for functional data with misalignment (Show >>)
Functional regression control chart for monitoring ship CO2 emissions (Show >>)
How to Get Away With Statistics: Gamification of Multivariate Statistics (Show >>)
Multiscale null hypothesis testing for network‐valued data: Analysis of brain networks of patients with autism (Show >>)
On the Use of Interferometric Synthetic Aperture Radar Data for Monitoring and Forecasting Natural Hazards (Show >>)
Over three decades of natural history of limb girdle muscular dystrophy type R1/2A and R2/2B: Mathematical modelling of a multifactorial study (Show >>)
manifesti v. 3.7.7 / 3.7.7
Area Servizi ICT
16/01/2025