Simone Vantini
Simone Vantini
Associate Professor of Statistics, MOX - Department of Mathematics, Politecnico di Milano
Verified email at polimi.it
Title
Cited by
Cited by
Year
A case study in exploratory functional data analysis: geometrical features of the internal carotid artery
LM Sangalli, P Secchi, S Vantini, A Veneziani
Journal of the American Statistical Association 104 (485), 37-48, 2009
1382009
K-mean alignment for curve clustering
LM Sangalli, P Secchi, S Vantini, V Vitelli
Computational Statistics & Data Analysis 54 (5), 1219-1233, 2010
1342010
Efficient estimation of three‐dimensional curves and their derivatives by free‐knot regression splines, applied to the analysis of inner carotid artery centrelines
LM Sangalli, P Secchi, S Vantini, A Veneziani
Journal of the Royal Statistical Society: Series C (Applied Statistics) 58 …, 2009
632009
IFN-γ produced by human papilloma virus-18 E6-specific CD4+ T cells predicts the clinical outcome after surgery in patients with high-grade cervical lesions
S Seresini, M Origoni, F Lillo, L Caputo, AM Paganoni, S Vantini, ...
The Journal of Immunology 179 (10), 7176-7183, 2007
592007
Interval-wise testing for functional data
A Pini, S Vantini
Journal of Nonparametric Statistics 29 (2), 407-424, 2017
492017
An integrated statistical investigation of internal carotid arteries of patients affected by cerebral aneurysms
T Passerini, LM Sangalli, S Vantini, M Piccinelli, S Bacigaluppi, L Antiga, ...
Cardiovascular Engineering and Technology 3 (1), 26-40, 2012
432012
Analysis of spatio-temporal mobile phone data: a case study in the metropolitan area of Milan
P Secchi, S Vantini, V Vitelli
Statistical Methods & Applications 24 (2), 279-300, 2015
402015
On the Definition of Phase and Amplitude Variability in Functional Data Analysis
S Vantini
S.Co. 2009 Complex Models and Computational Intensive Methods for Estimation …, 2009
402009
Treelet decomposition of mobile phone data for deriving city usage and mobility pattern in the Milan urban region
F Manfredini, P Pucci, P Secchi, P Tagliolato, S Vantini, V Vitelli
Advances in complex data modeling and computational methods in statistics …, 2015
382015
Bagging Voronoi classifiers for clustering spatial functional data
P Secchi, S Vantini, V Vitelli
International journal of applied earth observation and geoinformation 22, 53-64, 2013
382013
Government 2.0: A gartner definition
A Di Maio
Gartner Industry Research. Stanford, CT: Gartner Inc, 2009
382009
Evolution of respiratory function in Duchenne muscular dystrophy from childhood to adulthood
A LoMauro, M Romei, S Gandossini, R Pascuzzo, S Vantini, MG D'Angelo, ...
European Respiratory Journal 51 (2), 2018
362018
Functional clustering and alignment methods with applications
V Vitelli, LM Sangalli, P Secchi, S Vantini
Communications in Applied and Industrial Mathematics 1 (1), 205-224, 2010
362010
The interval testing procedure: a general framework for inference in functional data analysis
A Pini, S Vantini
Biometrics 72 (3), 835-845, 2016
342016
Fuzzy C-means clustering of signal functional principal components for post-processing dynamic scenarios of a nuclear power plant digital instrumentation and control system
F Di Maio, P Secchi, S Vantini, E Zio
IEEE Transactions on Reliability 60 (2), 415-425, 2011
282011
Analysis of AneuRisk65 data: -mean alignment
LM Sangalli, P Secchi, S Vantini
Electronic Journal of Statistics 8 (2), 1891-1904, 2014
272014
Can grimace scales estimate the pain status in horses and mice? A statistical approach to identify a classifier
E Dalla Costa, R Pascuzzo, MC Leach, F Dai, D Lebelt, S Vantini, ...
PloS one 13 (8), e0200339, 2018
242018
AneuRisk65: A dataset of three-dimensional cerebral vascular geometries
LM Sangalli, P Secchi, S Vantini
Electronic Journal of Statistics 8 (2), 1879-1890, 2014
242014
One-leg hop kinematics 20 years following anterior cruciate ligament rupture: data revisited using functional data analysis
K Hébert-Losier, A Pini, S Vantini, J Strandberg, K Abramowicz, L Schelin, ...
Clinical Biomechanics 30 (10), 1153-1161, 2015
232015
Constrained functional time series: Applications to the Italian gas market
A Canale, S Vantini
International Journal of Forecasting 32 (4), 1340-1351, 2016
222016
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Articles 1–20