Simone Vantini

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 28

Top Topics

Conformal Prediction

Top Venues

Comput. Stat. Data Anal.

J. Multivar. Anal.

Publications

Alessandro Carminati, Davide Azzalini, Simone Vantini, Francesco Amigoni
A Distributed Approach for Fault Detection in Swarms of Robots. AAMAS (2024)
Matteo Fontana, Mara Sabina Bernardi, Francesca Cigna, Deodato Tapete, Alessandra Menafoglio, Simone Vantini
Identification of Precursors in InSAR Time Series Using Functional Data Analysis Post-Processing: Demonstration on Mud Volcano Eruptions. Remote. Sens. 16 (7) (2024)
Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo, Simone Vantini
Adaptive smoothing spline estimator for the function-on-function linear regression model. Comput. Stat. 38 (1) (2023)
Alessia Pini, Helle Sørensen, Anders Tolver, Simone Vantini
Local inference for functional linear mixed models. Comput. Stat. Data Anal. 181 (2023)
Niccolò Ajroldi, Jacopo Diquigiovanni, Matteo Fontana, Simone Vantini
Conformal prediction bands for two-dimensional functional time series. Comput. Stat. Data Anal. 187 (2023)
Christian Capezza, Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo, Simone Vantini
Functional regression control chart for monitoring ship CO 2 $_{2}$ emissions. Qual. Reliab. Eng. Int. 38 (3) (2022)
Edoardo Belli, Simone Vantini
Ridge regression with adaptive additive rectangles and other piecewise functional templates. Neurocomputing 488 (2022)
Edoardo Belli, Simone Vantini
Measure inducing classification and regression trees for functional data. Stat. Anal. Data Min. 15 (5) (2022)
Agostino Torti, Marta Galvani, Alessandra Menafoglio, Piercesare Secchi, Simone Vantini
A general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway line. Int. J. Approx. Reason. 142 (2022)
Fabio Centofanti, Matteo Fontana, Antonio Lepore, Simone Vantini
Smooth LASSO estimator for the Function-on-Function linear regression model. Comput. Stat. Data Anal. 176 (2022)
Anna Calissano, Aasa Feragen, Simone Vantini
Graph-valued regression: Prediction of unlabelled networks in a non-Euclidean graph space. J. Multivar. Anal. 190 (2022)
Andrea Mascaretti, Laura Dell'Agostino, Marika Arena, Andrea Flori, Alessandra Menafoglio, Simone Vantini
Heterogeneity of technological structures between EU countries: An application of complex systems methods to Input-Output Tables. Expert Syst. Appl. 206 (2022)
Jacopo Diquigiovanni, Matteo Fontana, Simone Vantini
Conformal prediction bands for multivariate functional data. J. Multivar. Anal. 189 (2022)
Marta Galvani, Agostino Torti, Alessandra Menafoglio, Simone Vantini
FunCC: A new bi-clustering algorithm for functional data with misalignment. Comput. Stat. Data Anal. 160 (2021)
Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo, Simone Vantini
Functional Regression Control Chart. Technometrics 63 (3) (2021)
Gianluca Zeni, Matteo Fontana, Simone Vantini
Conformal Prediction: a Unified Review of Theory and New Challenges. CoRR (2020)
Edoardo Belli, Simone Vantini
Measure Inducing Classification and Regression Trees for Functional Data. CoRR (2020)
Marta Galvani, Agostino Torti, Alessandra Menafoglio, Simone Vantini
A novel spatio-temporal clustering technique to study the bike sharing system in Lyon. EDBT/ICDT Workshops (2020)
Ilenia Lovato, Alessia Pini, Aymeric Stamm, Simone Vantini
Model-free two-sample test for network-valued data. Comput. Stat. Data Anal. 144 (2020)
Edoardo Belli, Simone Vantini
Ridge regression with adaptive additive rectangles and other piecewise functional templates. CoRR (2020)
Alessia Pini, Lorenzo Spreafico, Simone Vantini, Alessandro Vietti
Multi-aspect local inference for functional data: Analysis of ultrasound tongue profiles. J. Multivar. Anal. 170 (2019)
Marzia A. Cremona, Alessia Pini, Fabio Cumbo, Kateryna D. Makova, Francesca Chiaromonte, Simone Vantini
IWTomics: testing high-resolution sequence-based 'Omics' data at multiple locations and scales. Bioinform. 34 (13) (2018)
Alessia Pini, Aymeric Stamm, Simone Vantini
Hotelling's T2 in separable Hilbert spaces. J. Multivar. Anal. 167 (2018)
Alice C. L. Parodi, Laura M. Sangalli, Simone Vantini, Bruno Amati, Piercesare Secchi, Marco J. Morelli
FunChIP: an R/Bioconductor package for functional classification of ChIP-seq shapes. Bioinform. 33 (16) (2017)
Michela Arnaboldi, Marco Brambilla, Beatrice Cassottana, Paolo Ciuccarelli, Simone Vantini
How Twitter reveals Cities within Cities. SMSociety (2016)
Piercesare Secchi, Simone Vantini, Paolo Zanini
Hierarchical independent component analysis: A multi-resolution non-orthogonal data-driven basis. Comput. Stat. Data Anal. 95 (2016)
Aymeric Stamm, Olivier Commowick, Simon K. Warfield, Simone Vantini
Comprehensive Maximum Likelihood Estimation of Diffusion Compartment Models Towards Reliable Mapping of Brain Microstructure. MICCAI (3) (2016)
Michela Arnaboldi, Marco Brambilla, Beatrice Cassottana, Paolo Ciuccarelli, Davide Ripamonti, Simone Vantini, Riccardo Volonterio
Studying Multicultural Diversity of Cities and Neighborhoods through Social Media Language Detection. CitiLab@ICWSM (2016)
Piercesare Secchi, Simone Vantini, Valeria Vitelli
Rejoinder to the discussion of "Analysis of Spatio-Temporal Mobile Phone Data: a Case Study in the Metropolitan Area of Milan". Stat. Methods Appl. 24 (2) (2015)
Piercesare Secchi, Simone Vantini, Valeria Vitelli
Analysis of spatio-temporal mobile phone data: a case study in the metropolitan area of Milan. Stat. Methods Appl. 24 (2) (2015)
Marzia A. Cremona, Laura M. Sangalli, Simone Vantini, Gaetano Dellino, Pier Giuseppe Pelicci, Piercesare Secchi, Laura Riva
Peak shape clustering reveals biological insights. BMC Bioinform. 16 (2015)
Matilde Dalla Rosa, Laura M. Sangalli, Simone Vantini
Principal differential analysis of the Aneurisk65 data set. Adv. Data Anal. Classif. 8 (3) (2014)
Piercesare Secchi, Simone Vantini, Valeria Vitelli
Bagging Voronoi classifiers for clustering spatial functional data. Int. J. Appl. Earth Obs. Geoinformation 22 (2013)
Francesco Di Maio, Piercesare Secchi, Simone Vantini, Enrico Zio
Fuzzy C-Means Clustering of Signal Functional Principal Components for Post-Processing Dynamic Scenarios of a Nuclear Power Plant Digital Instrumentation and Control System. IEEE Trans. Reliab. 60 (2) (2011)
Laura M. Sangalli, Piercesare Secchi, Simone Vantini, Valeria Vitelli
k-mean alignment for curve clustering. Comput. Stat. Data Anal. 54 (5) (2010)