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

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Professor's office hoursProfessor's office hours is not available yet
E-mailsimone.vantini@polimi.it
Professor's personal website--

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

List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
Adaptive smoothing spline estimator for the function-on-function linear regression model (Show >>)
Conformal prediction: A unified review of theory and new challenges (Show >>)
Local inference for functional linear mixed models (Show >>)


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
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
Development of a functional priority index for assessing the impact of a bridge closure (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 >>)


List of publications and reserach products for the year 2020 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Contributions on scientific books
A Conformal Approach for Distribution-free Prediction of Functional Data (Show >>)
Functional Data Analysis for Spectroscopy Data (Show >>)
Individuare le priorità manutentive dei ponti stradali lombardi (Show >>)
Journal Articles
A data-driven prediction method for an early warning of coccidiosis in intensive livestock systems: A preliminary study (Show >>)
A framework for analysis and expansion of public charging infrastructure under fast penetration of electric vehicles (Show >>)
Control charts for monitoring ship operating conditions and CO2 emissions based on scalar-on-function regression (Show >>)
Functional Regression Control Chart (Show >>)
Going Beyond the Euclidean Setting in the Statistical Analysis of Human Movement in Urban Landscape, (Show >>)
Model-free two-sample test for network-valued data (Show >>)
Modelling time-varying mobility flows using function-on-function regression: Analysis of a bike sharing system in the city of Milan (Show >>)
Monitoring rare categories in sentiment and opinion analysis: a Milan mega event on Twitter platform (Show >>)


List of publications and reserach products for the year 2019 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Contributions on scientific books
A sparse estimator for the function-on-function linear regression model (Show >>)
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 (Show >>)
Journal Articles
Functional Data Analysis of high-frequency load curves reveals drivers of residential electricity consumption (Show >>)
Landscape Perception through Complex Data:Exploring George Hargreaves’s Queen Elizabeth Olympic Park in London (Show >>)
Multi-aspect local inference for functional data: Analysis of ultrasound tongue profiles (Show >>)
manifesti v. 3.5.10 / 3.5.10
Area Servizi ICT
28/09/2023