Simone Vantini


Associate Professor in Statistics

Phone:+39 02 2399 4584
Fax: +39 02 2399 4568
Office: Ed. 14 - Nave - VI floor
Email:
Personal web page:

  • Available MOX Reports
  • Theses
  • Thesis Proposals
  • MOX Projects

Calissano, A.; Vantini, S.; Arnaboldi, M.
An elephant in the room: Twitter samplingmethodology.


Pini, A.; Spreafico, L.; Vantini, S.; Vietti, A.
Multi-aspect local inference for functional data: analysis of ultrasound tongue profiles


Pini, A.; Stamm, A.; Vantini, S.
Hotelling's $T^2$ in separable Hilbert spaces


Arena, M.; Calissano, A.; Vantini, S.
Monitoring Rare Categories in Sentiment and Opinion Analysis - Expo Milano 2015 on Twitter Platform.


Abramowicz, K.; Häger, C.; Pini, A.; Schelin, L.; Sjöstedt De Luna, S.; Vantini, S.
Nonparametric inference for functional-on-scalar linear models applied to knee kinematic hop data after injury of the anterior cruciate ligament


Pini, A.; Vantini, S.; Colombo, D.; Colosimo, B. M.; Previtali, B.
Domain-selective functional ANOVA for process analysis via signal data: the remote monitoring in laser welding


Pini, A.; Vantini, S.
Interval-wise testing for functional data


Arena, M.; Azzone, G.; Secchi, P.; Vantini, S.
Reputational risk and corporate finance: A multi-event model


Pini, A.; Stamm, A.; Vantini, S.
Hotelling s $T^2$ in functional Hilbert spaces


Abramowicz, K.; De Luna, S.; Häger, C.; Pini, A.; Schelin, L.; Vantini, S.
Distribution-Free Interval-Wise Inference for Functional-on-Scalar Linear Models


Canale, A.; Vantini, S.
Constrained Functional Time Series: an Application to Demand and Supply Curves in the Italian Natural Gas Balancing Platform


Secchi, P.; Vantini, S.; Zanini, P.
Hierarchical Independent Component Analysis: a multi-resolution non-orthogonal data-driven basis


Sangalli, L.m.; Secchi, P.; Vantini, S.
Analysis of AneuRisk65 data: K-mean Alignment


Sangalli, L.m.; Secchi, P.; Vantini, S.
AneuRisk65: a dataset of three-dimensional cerebral vascular geometries


Patriarca, M.; Sangalli, L.m.; Secchi, P.; Vantini, S.
Analysis of Spike Train Data: an Application of K-mean Alignment


Bernardi, M.; Sangalli, L.m.; Secchi, P.; Vantini, S.
Analysis of Juggling Data: an Application of K-mean Alignment


Bernardi, M.; Sangalli, L.m.; Secchi, P.; Vantini, S.
Analysis of Proteomics data: Block K-mean Alignment


Pini, A.; Vantini, S.
The Interval Testing Procedure: Inference for Functional Data Controlling the Family Wise Error Rate on Intervals.


Secchi, P.; Vantini, S.; Vitelli, V.
A Case Study on Spatially Dependent Functional Data: the Analysis of Mobile Network Data for the Metropolitan Area of Milan


Manfredini, F.; Pucci, P.; Secchi, P.; Tagliolato, P.; Vantini, S.; Vitelli, V.
Treelet decomposition of mobile phone data for deriving city usage and mobility pattern in the Milan urban region


Secchi, P.; Vantini, S.; Vitelli, V.
Bagging Voronoi classifiers for clustering spatial functional data


Passerini, T.; Sangalli, L.; Vantini, S.; Piccinelli, M.; Bacigaluppi, S.; Antiga, L.; Boccardi, E.; Secchi, P.; Veneziani, A.
An Integrated Statistical Investigation of the Internal Carotid Arteries hosting Cerebral Aneurysms


Secchi, P.; Stamm, A.; Vantini, S.
Large p Small n Data: Inference for the Mean


Dalla Rosa, M.; Sangalli, L. M.; Vantini, S.
Dimensional Reduction of Functional Data by means of Principal Differential Analysis


Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone; Vitelli, Valeria
Joint Clustering and Alignment of Functional Data: an Application to Vascular Geometries


Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone; Vitelli, Valeria
Functional clustering and alignment methods with applications


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


Di Maio, Francesco; Secchi, Piercesare; Vantini, Simone; Zio, Enrico
Optimized Fuzzy C-Means Clustering and Functional Principal Components for Post-Processing Dynamic Scenarios in the Reliability Analysis of a Nuclear System


Sangalli, Laura Maria; Secchi, Piercesare; Vantini, Simone; Vitelli, Valeria
K-means alignment for curve clustering


Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone; Veneziani, Alessandro
A Case Study in Functional Data Analisys: Geometrical Features of the Internal Carotid Artery


Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone; Veneziani, Alessandro
Efficient estimation of 3-dimensional centerlines of inner carotid arteries and their curvature functions by free knot regression splines


Author:Castellini, Matteo
Advisors:Vantini, S. Bonaventura, L.; Pini, A.
Statistical assessment of climate predictions by functional data analysis techniques


Author:Martarelli, M.
Advisors:Vantini, S.
CEREBRO: CrEation of REalistic Brains for dmRi inspectiOn


Author:Bardelli, Chiara
Advisors:Vantini, S. Pini, A.
Nonparametric confidence intervals based on permutation tests


Author:Calissano, Anna
Advisors:Vantini, S.
Monitoring rare categories in sentiment and opinion analysis - Expo Milano 2015 on Twitter platform


Author:Giarratano, Elena
Advisors:Vantini, S. Pini, A.
Functional permutation tests for articulatory phonetics


Author:Leoni, Massimiliano
Advisors:Vantini, S. Capone, L.
Spectral techniques for real-time post-processing and shape optimization


Author:Mignogna, Riccardo
Advisors:Vantini, S. Arena, M.
Analisi dei social network: sentiment and opinion analysis applicate agli atenei italiani


Author:Passamonti, Federica
Advisors:Secchi, P. Vantini, S.
Spatio-temporal mobile phone data in Milan: Bagging-Voronoi exploration and modeling through soil use and land cover data


Author:Serafini, Alessia
Advisors:Vantini, S. Pini, A.
Permutational inference for functional-on-scalar linear mixed-effect models applied to equine accelerometric data


Author:Lamblin, Marc Georges Giovanni
Advisors:Vantini, S. Pini, A.
Inference in functional data analysis framework: simulation studies and code optimization


Author:Giorgio, Giulio
Advisors:Vantini, S.
Oddsflow: an interactive tool for the representation of estimated probabilities from discrete choice regression models


Author:Agostino, Daniele
Advisors:Vantini, S.
Statistica e pubblica amministrazione: il Comune di Milano


Author:Satta, Mattia
Advisors:Vantini, S.
Nuove strategie per la sentiment analysis applicata ai social network: analisi dei tweet su Expo Milano 2015


Author:Ghiazza, Federico
Advisors:Vantini, S.
Measuring reputational risk of a sovereign state: Italy as a case study


Author:Riabiz, Marina
Advisors:Vantini, S. Compagnoni, M.
Data driven Sobolev metrics for functional data analysis: an application to natural fibers


Author:Patriarca, Mirco
Advisors:Sangalli, L. Vantini, S.
Development of the fdakma R package for the joint alignment and clustering of functional data: application to neuronal spike trains data


Author:Bernardi, Mara Sabina
Advisors:Sangalli, M.l. Vantini, S.
REgistrazione di curve mediante l algoritmo k-mean alignment ed estensione all allineamento locale di superfici


Author:Binda, Ruben
Advisors:Vantini, S.
Market reactions to reputational events for oil&gas companies and states


Author:Antonini, Marco
Advisors:Vantini, S. Sangalli, L.
Analisi statistica dei segnali elettrici cerebrali in pazienti in stato vegetativo e di minima coscienza


Author:Cardazzi, Chiara
Advisors:Sangalli, L. Vantini, S.
Analisi statistica multivariata e funzionale dei proli temporali di connettività di segnali EEG intracranici nelle epilessie focali


Author:Vecchio, Carmelo
Advisors:Vantini, S. Cuffaro, M.
Modelli cinematici per la tettonica delle placche: Regressione e inferenza su archi sferici


Author:Boneschi, Andrea
Advisors:Vantini, S.
Functional Data Analysis of CFD Simulations: the Systolic Wall Shear Stress Map of the Internal Carotid Artery


Author:Pini, Alessia
Advisors:Vantini, S. Vitelli, V.
Clustering di dati funzionali georeferenziati: studi di simulazione e analisi del database NASA Earth Surface Meteorology and Solar Energy


Author:Stamm, Aymerich
Advisors:Secchi, P. Vantini, S. Fuhrman, M.
Small N Large P Inference on the Mean


Author:Dalla Rosa, Matilde
Advisors:Secchi, Piercesare Vantini, Simone ; Sangalli, Laura Maria
Principal differential analysis e applicazione allo studio delle caratteristiche geometriche della carotide interna


Author:Vantini, Simone
Advisors:Secchi, P.
I CART e il problema della classificazione statistica: teoria e applicazioni


Eni At Polimi - 1,Eni S.p.a


Cytokines,Ospedale San Raffaele - Milano
Evaluation of the expression of cyto-chemokine profiles

Aeeg 2008,Autorita' Per L'energia Elettrica E Il Gas
Statistical support for quality control of call-centers of electricity and gas distribution companies

Aneurisk,Siemens, Fond. Politecnico
The AneuRisk project is a scientific endeavour that aimed at investigating the role of vessel morphology, blood fluid dynamics and biomechanical properties of the vascular wall, on the pathogenesis of cerebral aneurysms. The project has gathered together researchers of different scientific fields, ranging from neurosurgery and neuroradiology to statistics, numerical analysis and bio-engineering. The project involved MOX Laboratory for Modeling and Scientific Computing (Dip. di Matematica, Politecnico di Milano), Laboratory of Biological Structure Mechanics (Dip. di Ingegneria Strutturale, Politecnico di Milano), Istituto Mario Negri (Ranica), Ospedale Niguarda Ca' Granda (Milano) and Ospedale Maggiore Policlinico (Milano), and has been supported by Fondazione Politecnico di Milano and Siemens Medical Solutions Italia. More

Aeeg 2007,Autorita' Per L'energia Elettrica E Il Gas
Statistical models for quality regulation of electricity distribution in the III italian regulatory period

Large P Small N,Politecnico Di Milano - Fondo 5xmille
Inferential Statistical Tools for Life Science Data Analysis