Simone Vantini

According to our database, Simone Vantini authored at least 33 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Identification of Precursors in InSAR Time Series Using Functional Data Analysis Post-Processing: Demonstration on Mud Volcano Eruptions.

Matteo Fontana, Mara Sabina Bernardi, Francesca Cigna, Deodato Tapete, Alessandra Menafoglio, Simone Vantini

Remote. Sens., April, 2024

A Distributed Approach for Fault Detection in Swarms of Robots.

Alessandro Carminati, Davide Azzalini, Simone Vantini, Francesco Amigoni

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Conformal prediction bands for two-dimensional functional time series.

Niccolò Ajroldi, Jacopo Diquigiovanni, Matteo Fontana, Simone Vantini

Comput. Stat. Data Anal., November, 2023

Local inference for functional linear mixed models.

Alessia Pini, Helle Sørensen, Anders Tolver, Simone Vantini

Comput. Stat. Data Anal., May, 2023

Adaptive smoothing spline estimator for the function-on-function linear regression model.

Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo, Simone Vantini

Comput. Stat., March, 2023

2022

Measure inducing classification and regression trees for functional data.

Edoardo Belli, Simone Vantini

Stat. Anal. Data Min., 2022

Functional regression control chart for monitoring ship CO 2 $_{2}$ emissions.

Christian Capezza, Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo, Simone Vantini

Qual. Reliab. Eng. Int., 2022

Conformal prediction bands for multivariate functional data.

Jacopo Diquigiovanni, Matteo Fontana, Simone Vantini

J. Multivar. Anal., 2022

Graph-valued regression: Prediction of unlabelled networks in a non-Euclidean graph space.

Anna Calissano, Aasa Feragen, Simone Vantini

J. Multivar. Anal., 2022

Ridge regression with adaptive additive rectangles and other piecewise functional templates.

Edoardo Belli, Simone Vantini

Neurocomputing, 2022

A general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway line.

Agostino Torti, Marta Galvani, Alessandra Menafoglio, Piercesare Secchi, Simone Vantini

Int. J. Approx. Reason., 2022

Heterogeneity of technological structures between EU countries: An application of complex systems methods to Input-Output Tables.

Andrea Mascaretti, Laura Dell'Agostino, Marika Arena, Andrea Flori, Alessandra Menafoglio, Simone Vantini

Expert Syst. Appl., 2022

Smooth LASSO estimator for the Function-on-Function linear regression model.

Fabio Centofanti, Matteo Fontana, Antonio Lepore, Simone Vantini

Comput. Stat. Data Anal., 2022

2021

Functional Regression Control Chart.

Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo, Simone Vantini

Technometrics, 2021

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

Marta Galvani, Agostino Torti, Alessandra Menafoglio, Simone Vantini

Comput. Stat. Data Anal., 2021

2020

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

Ilenia Lovato, Alessia Pini, Aymeric Stamm, Simone Vantini

Comput. Stat. Data Anal., 2020

Conformal Prediction: a Unified Review of Theory and New Challenges.

Gianluca Zeni, Matteo Fontana, Simone Vantini

CoRR, 2020

A novel spatio-temporal clustering technique to study the bike sharing system in Lyon.

Marta Galvani, Agostino Torti, Alessandra Menafoglio, Simone Vantini

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

2019

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

Alessia Pini, Lorenzo Spreafico, Simone Vantini, Alessandro Vietti

J. Multivar. Anal., 2019

2018

Hotelling's T2 in separable Hilbert spaces.

Alessia Pini, Aymeric Stamm, Simone Vantini

J. Multivar. Anal., 2018

IWTomics: testing high-resolution sequence-based 'Omics' data at multiple locations and scales.

Marzia A. Cremona, Alessia Pini, Fabio Cumbo, Kateryna D. Makova, Francesca Chiaromonte, Simone Vantini

Bioinform., 2018

2017

FunChIP: an R/Bioconductor package for functional classification of ChIP-seq shapes.

Alice C. L. Parodi, Laura M. Sangalli, Simone Vantini, Bruno Amati, Piercesare Secchi, Marco J. Morelli

Bioinform., 2017

2016

Hierarchical independent component analysis: A multi-resolution non-orthogonal data-driven basis.

Piercesare Secchi, Simone Vantini, Paolo Zanini

Comput. Stat. Data Anal., 2016

How Twitter reveals Cities within Cities.

Michela Arnaboldi, Marco Brambilla, Beatrice Cassottana, Paolo Ciuccarelli, Simone Vantini

Proceedings of the 7th 2016 International Conference on Social Media & Society, 2016

Comprehensive Maximum Likelihood Estimation of Diffusion Compartment Models Towards Reliable Mapping of Brain Microstructure.

Aymeric Stamm, Olivier Commowick, Simon K. Warfield, Simone Vantini

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Studying Multicultural Diversity of Cities and Neighborhoods through Social Media Language Detection.

Michela Arnaboldi, Marco Brambilla, Beatrice Cassottana, Paolo Ciuccarelli, Davide Ripamonti, Simone Vantini, Riccardo Volonterio

Proceedings of the CitiLab, Papers from the 2016 ICWSM Workshop, 2016

2015

Rejoinder to the discussion of "Analysis of Spatio-Temporal Mobile Phone Data: a Case Study in the Metropolitan Area of Milan".

Piercesare Secchi, Simone Vantini, Valeria Vitelli

Stat. Methods Appl., 2015

Analysis of spatio-temporal mobile phone data: a case study in the metropolitan area of Milan.

Piercesare Secchi, Simone Vantini, Valeria Vitelli

Stat. Methods Appl., 2015

Peak shape clustering reveals biological insights.

Marzia A. Cremona, Laura M. Sangalli, Simone Vantini, Gaetano Dellino, Pier Giuseppe Pelicci, Piercesare Secchi, Laura Riva

BMC Bioinform., 2015

2014

Principal differential analysis of the Aneurisk65 data set.

Matilde Dalla Rosa, Laura M. Sangalli, Simone Vantini

Adv. Data Anal. Classif., 2014

2013

Bagging Voronoi classifiers for clustering spatial functional data.

Piercesare Secchi, Simone Vantini, Valeria Vitelli

Int. J. Appl. Earth Obs. Geoinformation, 2013

2011

Fuzzy C-Means Clustering of Signal Functional Principal Components for Post-Processing Dynamic Scenarios of a Nuclear Power Plant Digital Instrumentation and Control System.

Francesco Di Maio, Piercesare Secchi, Simone Vantini, Enrico Zio

IEEE Trans. Reliab., 2011

2010

k-mean alignment for curve clustering.

Laura M. Sangalli, Piercesare Secchi, Simone Vantini, Valeria Vitelli

Comput. Stat. Data Anal., 2010