Simone Vantini

49/2026

Regularized covariance estimation from partially observed interferometric data

BORTOLOTTI, T.; TROILO, R.; CASU, F.; VANTINI, S.; MENAFOGLIO, A. June 17, 2026

74/2025

Multi-state Modeling of Delay Evolution in Suburban Rail Transports

COLOMBO, S.; GIMENEZ ZAPIOLA, A.; IEVA, F.; VANTINI, S. December 4, 2025

55/2025

Hyper-spectral Unmixing algorithms for remote compositional surface mapping: a review of the state of the art

GIMENEZ ZAPIOLA, A.; BOSELLI, A.; MENAFOGLIO, A.; VANTINI, S. September 8, 2025

47/2025

Penalised Optimal Soft Trees for Functional Data

GIMENEZ ZAPIOLA, A.; CONSOLO, A.; AMALDI, E.; VANTINI, S. August 13, 2025

19/2025

Noise-Adaptive Conformal Classification with Marginal Coverage

BORTOLOTTI, T.; WANG, Y. X. R.; TONG, X.; MENAFOGLIO, A.; VANTINI, S.; SESIA, M. April 17, 2025

72/2024

An interpretable and transferable model for shallow landslides detachment combining spatial Poisson point processes and generalized additive models

PATANè, G.; BORTOLOTTI, T.; YORDANOV, V.; BIAGI, L. G. A.; BROVELLI, M. A.; TRUONG, A. Q; VANTINI, S. September 26, 2024

92/2023

Commuting time as a determinant of higher education students' performance: the case of Politecnico di Milano

BURZACCHI, A.; ROSSI, L.; AGASISTI, T.; PAGANONI, A. M.; VANTINI, S. November 16, 2023

38/2022

Object-oriented Classification of Road Pavement Type in Greater Maputo from Satellite Images

BURZACCHI, A.; LANDRò, M.; VANTINI, S. May 31, 2022

MOX

84/2021

Analysing transportation system reliability: the case study of the metro system of Milan

TORTI, A.; GALVANI, M.; URBANO, V.; ARENA, M.; AZZONE, G.; SECCHI, P.; VANTINI, S. December 16, 2021

MOX

46/2021

Conformal Prediction Bandsfor Multivariate Functional Data

DIQUIGIOVANNI, J.; FONTANA, M.; VANTINI, F. July 2, 2021

MOX

45/2021

Distribution-Free Prediction Bands for Multivariate Functional Time Series: an Application to the Italian Gas Market

DIQUIGIOVANNI, J.; FONTANA, M.; VANTINI, S. July 2, 2021

MOX

42/2021

Conformal Prediction Sets for Populations of Graphs

CALISSANO, A.; FONTANA, M.; ZENI, G.; VANTINI, S. June 23, 2021

MOX

21/2021

A General Bi-clustering Algorithm for Hilbert Data: Analysis of the Lombardy Railway Service

TORTI, A.; GALVANI, M.; MENAFOGLIO, A.; SECCHI, P.; VANTINI S. April 10, 2021

MOX

07/2021

The Importance of Being a Band: Finite-Sample Exact Distribution-Free Prediction Sets for Functional Data

DIQUIGIOVANNI, J.; FONTANA, M.; VANTINI, S. February 13, 2021

MOX

03/2021

Bridge closure in the road network of Lombardy: a spatio-temporal analysis of the socio-economic impacts

TORTI, A.; MARIKA, A.; AZZONE, G.; SECCHI, P.; VANTINI S. January 23, 2021

MOX

02/2021

Graph-Valued Regression: Prediction of unlabelled networks in a Non-Euclidean Graph-Space

CALISSANO, A.; FERAGEN, A; VANTINI, S. January 23, 2021

MOX

76/2020

Functional Regression Control Chart

CENTOFANTI, F.; LEPORE, A.; MENAFOGLIO, A.; PALUMBO, B.; VANTINI, S. November 19, 2020

MOX

72/2020

Measure Inducing Classification and Regression Trees for Functional Data

BELLI E.; VANTINI S. November 7, 2020

MOX

71/2020

Ridge regression with adaptive additive rectangles and other piecewise functional templates

BELLI E; VANTINI S. November 7, 2020

MOX

69/2020

FunCC: a new bi-clustering algorithm for functional data with misalignment

GALVANI, M.; TORTI, A.; MENAFOGLIO, A.; VANTINI S. November 7, 2020

MOX

33/2020

Smooth LASSO Estimator for the Function-on-Function Linear Regression Model

CENTOFANTI, F.; FONTANA, M.; LEPORE, A.; VANTINI, S. May 18, 2020

MOX

31/2020

On the Use of Interfeometric Synthetic Aperture Radar Data for Monitoring and Forecasting Natural Hazards

BERNARDI, M.S.; AFRICA, P.C.; DE FALCO, C.; FORMAGGIA, L.; MENAFOGLIO, A.; VANTINI, S. May 18, 2020

MOX

22/2020

Conformal Prediction: a Unified Review of Theory and New Challenges

ZENI, G.; FONTANA, M.; VANTINI, F. April 16, 2020

MOX

14/2020

Populations of Unlabeled Networks: Graph Space Geometry and Geodesic Principal Components

CALISSANO, A.; FERAGEN, A; VANTINI, S. February 20, 2020

MOX

46/2019

funBI: a Biclustering Algorithm for Functional Data

DI IORIO, J.; VANTINI, S. December 3, 2019

MOX

40/2019

Model-free two-sample test for network-valued data

LOVATO, I.; PINI, A.; STAMM, A.; VANTINI, S. October 16, 2019

MOX

39/2019

Multiscale null hypothesis testing for network-valued data: analysis of brain networks of patients with autism

LOVATO, I.; PINI, A.; STAMM, A.; TAQUET, M.; VANTINI, S. October 16, 2019

MOX

19/2019

Modelling time-varying mobility flows using function-on-function regression: analysis of a bike sharing system in the city of Milan.

TORTI, A.; PINI, A.; VANTINI, S. June 17, 2019

MOX

12/2019

Control charts for monitoring ship operating conditions and CO2 emissions based on scalar-on-function regression

CAPEZZA, C.; LEPORE, A.; MENAFOGLIO, A.; PALUMBO, B.; VANTINI, S. March 26, 2019

MOX

10/2019

Domain selection and family-wise error rate for functional data: a unified framework

ABRAMOWICZ, K.; PINI, A.; SCHELIN, L.; SJOSTEDT DE LUNA, S.; STAMM, A.; VANTINI, S. March 26, 2019

MOX

16/2018

An elephant in the room: Twitter samplingmethodology.

CALISSANO, A.; VANTINI, S.; ARNABOLDI, M. February 24, 2018

MOX

28/2017

Multi-aspect local inference for functional data: analysis of ultrasound tongue profiles

PINI, A.; SPREAFICO, L.; VANTINI, S.; VIETTI, A. June 10, 2017

MOX

10/2017

Hotelling's $T^2$ in separable Hilbert spaces

PINI, A.; STAMM, A.; VANTINI, S. February 20, 2017

MOX

02/2017

Monitoring Rare Categories in Sentiment and Opinion Analysis - Expo Milano 2015 on Twitter Platform.

ARENA, M.; CALISSANO, A.; VANTINI, S. January 13, 2017

MOX

30/2016

Nonparametric inference for functional-on-scalar linear models applied to knee kinematic hop data after injury of the anterior cruciate ligament

ABRAMOWICZ, K.; HäGER, C.; PINI, A.; SCHELIN, L.; SJöSTEDT DE LUNA, S.; VANTINI, S. September 9, 2016

MOX

31/2015

Domain-selective functional ANOVA for process analysis via signal data: the remote monitoring in laser welding

PINI, A.; VANTINI, S.; COLOMBO, D.; COLOSIMO, B. M.; PREVITALI, B. June 26, 2015

MOX

30/2015

Interval-wise testing for functional data

PINI, A.; VANTINI, S. June 13, 2015

MOX

21/2015

Reputational risk and corporate finance: A multi-event model

ARENA, M.; AZZONE, G.; SECCHI, P.; VANTINI, S. April 28, 2015

MOX

01/2015

Hotelling s $T^2$ in functional Hilbert spaces

PINI, A.; STAMM, A.; VANTINI, S. January 26, 2015

MOX

03/2015

Distribution-Free Interval-Wise Inference for Functional-on-Scalar Linear Models

ABRAMOWICZ, K.; DE LUNA, S.; HäGER, C.; PINI, A.; SCHELIN, L.; VANTINI, S. January 26, 2015

MOX

42/2014

Constrained Functional Time Series: an Application to Demand and Supply Curves in the Italian Natural Gas Balancing Platform

CANALE, A.; VANTINI, S. October 21, 2014

MOX

01/2014

Hierarchical Independent Component Analysis: a multi-resolution non-orthogonal data-driven basis

SECCHI, P.; VANTINI, S.; ZANINI, P. January 13, 2014

MOX

45/2013

Analysis of AneuRisk65 data: K-mean Alignment

SANGALLI, L.M.; SECCHI, P.; VANTINI, S. October 8, 2013

MOX

44/2013

AneuRisk65: a dataset of three-dimensional cerebral vascular geometries

SANGALLI, L.M.; SECCHI, P.; VANTINI, S. October 7, 2013

MOX

43/2013

Analysis of Spike Train Data: an Application of K-mean Alignment

PATRIARCA, M.; SANGALLI, L.M.; SECCHI, P.; VANTINI, S. October 6, 2013

MOX

42/2013

Analysis of Juggling Data: an Application of K-mean Alignment

BERNARDI, M.; SANGALLI, L.M.; SECCHI, P.; VANTINI, S. October 5, 2013

MOX

41/2013

Analysis of Proteomics data: Block K-mean Alignment

BERNARDI, M.; SANGALLI, L.M.; SECCHI, P.; VANTINI, S. October 4, 2013

MOX

13/2013

The Interval Testing Procedure: Inference for Functional Data Controlling the Family Wise Error Rate on Intervals.

PINI, A.; VANTINI, S. March 14, 2013

MOX

43/2012

A Case Study on Spatially Dependent Functional Data: the Analysis of Mobile Network Data for the Metropolitan Area of Milan

SECCHI, P.; VANTINI, S.; VITELLI, V. October 19, 2012

MOX

25/2012

Treelet decomposition of mobile phone data for deriving city usage and mobility pattern in the Milan urban region

MANFREDINI, F.; PUCCI, P.; SECCHI, P.; TAGLIOLATO, P.; VANTINI, S.; VITELLI, V. May 17, 2012

MOX

26/2011

Bagging Voronoi classifiers for clustering spatial functional data

SECCHI, P.; VANTINI, S.; VITELLI, V. July 2, 2011

MOX

19/2011

An Integrated Statistical Investigation of the Internal Carotid Arteries hosting Cerebral Aneurysms

PASSERINI, T.; SANGALLI, L.; VANTINI, S.; PICCINELLI, M.; BACIGALUPPI, S.; ANTIGA, L.; BOCCARDI, E.; SECCHI, P.; VENEZIANI, A. May 3, 2011

MOX

06/2011

Large p Small n Data: Inference for the Mean

SECCHI, P.; STAMM, A.; VANTINI, S. January 20, 2011

MOX

01/2011

Dimensional Reduction of Functional Data by means of Principal Differential Analysis

DALLA ROSA, M.; SANGALLI, L. M.; VANTINI, S. January 5, 2011

MOX

09/2010

Joint Clustering and Alignment of Functional Data: an Application to Vascular Geometries

SANGALLI, LAURA M.; SECCHI, PIERCESARE; VANTINI, SIMONE; VITELLI, VALERIA February 26, 2010

MOX

07/2010

Functional clustering and alignment methods with applications

SANGALLI, LAURA M.; SECCHI, PIERCESARE; VANTINI, SIMONE; VITELLI, VALERIA February 24, 2010

MOX

33/2009

On the Definition of Phase and Amplitude Variability in Functional Data Analysis

VANTINI, SIMONE November 11, 2009

MOX

24/2009

Optimized Fuzzy C-Means Clustering and Functional Principal Components for Post-Processing Dynamic Scenarios in the Reliability Analysis of a Nuclear System

DI MAIO, FRANCESCO; SECCHI, PIERCESARE; VANTINI, SIMONE; ZIO, ENRICO August 25, 2009

MOX

13/2008

K-means alignment for curve clustering

SANGALLI, LAURA MARIA; SECCHI, PIERCESARE; VANTINI, SIMONE; VITELLI, VALERIA June 30, 2008

MOX

24/2007

A Case Study in Functional Data Analisys: Geometrical Features of the Internal Carotid Artery

SANGALLI, LAURA M.; SECCHI, PIERCESARE; VANTINI, SIMONE; VENEZIANI, ALESSANDRO December 6, 2007

MOX

23/2007

Efficient estimation of 3-dimensional centerlines of inner carotid arteries and their curvature functions by free knot regression splines

SANGALLI, LAURA M.; SECCHI, PIERCESARE; VANTINI, SIMONE; VENEZIANI, ALESSANDRO November 26, 2007