Simone Vantini

40 papers A 1Journal 34Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Reconstructing Movement from Sparse Samples: Enhanced Spatio-Temporal Matching Strategies for Low-Frequency Data.
CoRR
Ali Yousefian, Arianna Burzacchi, Simone Vantini
2025 J jnl
Hyper-spectral Unmixing algorithms for remote compositional surface mapping: a review of the state of the art.
CoRR
Alfredo Gimenez Zapiola, Andrea Boselli, Alessandra Menafoglio, Simone Vantini
2025 J jnl
Noise-Adaptive Conformal Classification with Marginal Coverage.
CoRR
Teresa Bortolotti, Y. X. Rachel Wang, Xin Tong, Alessandra Menafoglio, Simone Vantini, Matteo Sesia
2024 A conf
A Distributed Approach for Fault Detection in Swarms of Robots.
AAMAS
Alessandro Carminati, Davide Azzalini, Simone Vantini, Francesco Amigoni
2024 J jnl
Identification of Precursors in InSAR Time Series Using Functional Data Analysis Post-Processing: Demonstration on Mud Volcano Eruptions.
Remote. Sens.
Matteo Fontana, Mara Sabina Bernardi, Francesca Cigna, Deodato Tapete, Alessandra Menafoglio, Simone Vantini
2024 — ed.
The 13th Symposium on Conformal and Probabilistic Prediction with Applications, 9-11 September 2024, Politecnico di Milano, Milano, Italy.
COPA
Simone Vantini, Matteo Fontana, Aldo Solari, Henrik Boström, Lars Carlsson
2024 J jnl
funLOCI: A Local Clustering Algorithm for Functional Data.
J. Classif.
Jacopo Di Iorio, Simone Vantini
2023 J jnl
Adaptive smoothing spline estimator for the function-on-function linear regression model.
Comput. Stat.
Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo, Simone Vantini
2023 J jnl
Conformal prediction bands for two-dimensional functional time series.
Comput. Stat. Data Anal.
Niccolò Ajroldi, Jacopo Diquigiovanni, Matteo Fontana, Simone Vantini
2023 J jnl
Local inference for functional linear mixed models.
Comput. Stat. Data Anal.
Alessia Pini, Helle Sørensen, Anders Tolver, Simone Vantini
2022 J jnl
A general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway line.
Int. J. Approx. Reason.
Agostino Torti, Marta Galvani, Alessandra Menafoglio, Piercesare Secchi, Simone Vantini
2022 J jnl
Conformal prediction bands for multivariate functional data.
J. Multivar. Anal.
Jacopo Diquigiovanni, Matteo Fontana, Simone Vantini
2022 J jnl
Functional regression control chart for monitoring ship CO 2 $_{2}$ emissions.
Qual. Reliab. Eng. Int.
Christian Capezza, Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo, Simone Vantini
2022 J jnl
Graph-valued regression: Prediction of unlabelled networks in a non-Euclidean graph space.
J. Multivar. Anal.
Anna Calissano, Aasa Feragen, Simone Vantini
2022 J jnl
Heterogeneity of technological structures between EU countries: An application of complex systems methods to Input-Output Tables.
Expert Syst. Appl.
Andrea Mascaretti, Laura Dell'Agostino, Marika Arena, Andrea Flori, Alessandra Menafoglio, Simone Vantini
2022 J jnl
Measure inducing classification and regression trees for functional data.
Stat. Anal. Data Min.
Edoardo Belli, Simone Vantini
2022 J jnl
Ridge regression with adaptive additive rectangles and other piecewise functional templates.
Neurocomputing
Edoardo Belli, Simone Vantini
2022 J jnl
Smooth LASSO estimator for the Function-on-Function linear regression model.
Comput. Stat. Data Anal.
Fabio Centofanti, Matteo Fontana, Antonio Lepore, Simone Vantini
2021 J jnl
FunCC: A new bi-clustering algorithm for functional data with misalignment.
Comput. Stat. Data Anal.
Marta Galvani, Agostino Torti, Alessandra Menafoglio, Simone Vantini
2021 J jnl
Functional Regression Control Chart.
Technometrics
Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo, Simone Vantini
2020 — conf
A novel spatio-temporal clustering technique to study the bike sharing system in Lyon.
EDBT/ICDT Workshops
Marta Galvani, Agostino Torti, Alessandra Menafoglio, Simone Vantini
2020 J jnl
Conformal Prediction: a Unified Review of Theory and New Challenges.
CoRR
Gianluca Zeni, Matteo Fontana, Simone Vantini
2020 J jnl
Measure Inducing Classification and Regression Trees for Functional Data.
CoRR
Edoardo Belli, Simone Vantini
2020 J jnl
Model-free two-sample test for network-valued data.
Comput. Stat. Data Anal.
Ilenia Lovato, Alessia Pini, Aymeric Stamm, Simone Vantini
2020 J jnl
Ridge regression with adaptive additive rectangles and other piecewise functional templates.
CoRR
Edoardo Belli, Simone Vantini
2019 J jnl
Multi-aspect local inference for functional data: Analysis of ultrasound tongue profiles.
J. Multivar. Anal.
Alessia Pini, Lorenzo Spreafico, Simone Vantini, Alessandro Vietti
2018 J jnl
Hotelling's T2 in separable Hilbert spaces.
J. Multivar. Anal.
Alessia Pini, Aymeric Stamm, Simone Vantini
2018 J jnl
IWTomics: testing high-resolution sequence-based 'Omics' data at multiple locations and scales.
Bioinform.
Marzia A. Cremona, Alessia Pini, Fabio Cumbo, Kateryna D. Makova, Francesca Chiaromonte, Simone Vantini
2017 J jnl
FunChIP: an R/Bioconductor package for functional classification of ChIP-seq shapes.
Bioinform.
Alice C. L. Parodi, Laura M. Sangalli, Simone Vantini, Bruno Amati, Piercesare Secchi, Marco J. Morelli
2016 — conf
Comprehensive Maximum Likelihood Estimation of Diffusion Compartment Models Towards Reliable Mapping of Brain Microstructure.
MICCAI (3)
Aymeric Stamm, Olivier Commowick, Simon K. Warfield, Simone Vantini
2016 J jnl
Hierarchical independent component analysis: A multi-resolution non-orthogonal data-driven basis.
Comput. Stat. Data Anal.
Piercesare Secchi, Simone Vantini, Paolo Zanini
2016 — conf
How Twitter reveals Cities within Cities.
SMSociety
Michela Arnaboldi, Marco Brambilla, Beatrice Cassottana, Paolo Ciuccarelli, Simone Vantini
2016 — conf
Studying Multicultural Diversity of Cities and Neighborhoods through Social Media Language Detection.
CitiLab@ICWSM
Michela Arnaboldi, Marco Brambilla, Beatrice Cassottana, Paolo Ciuccarelli, Davide Ripamonti, Simone Vantini, Riccardo Volonterio
2015 J jnl
Analysis of spatio-temporal mobile phone data: a case study in the metropolitan area of Milan.
Stat. Methods Appl.
Piercesare Secchi, Simone Vantini, Valeria Vitelli
2015 J jnl
Peak shape clustering reveals biological insights.
BMC Bioinform.
Marzia A. Cremona, Laura M. Sangalli, Simone Vantini, Gaetano Dellino, Pier Giuseppe Pelicci, Piercesare Secchi, Laura Riva
2015 J jnl
Rejoinder to the discussion of "Analysis of Spatio-Temporal Mobile Phone Data: a Case Study in the Metropolitan Area of Milan".
Stat. Methods Appl.
Piercesare Secchi, Simone Vantini, Valeria Vitelli
2014 J jnl
Principal differential analysis of the Aneurisk65 data set.
Adv. Data Anal. Classif.
Matilde Dalla Rosa, Laura M. Sangalli, Simone Vantini
2013 J jnl
Bagging Voronoi classifiers for clustering spatial functional data.
Int. J. Appl. Earth Obs. Geoinformation
Piercesare Secchi, Simone Vantini, Valeria Vitelli
2011 J jnl
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.
Francesco Di Maio, Piercesare Secchi, Simone Vantini, Enrico Zio
2010 J jnl
k-mean alignment for curve clustering.
Comput. Stat. Data Anal.
Laura M. Sangalli, Piercesare Secchi, Simone Vantini, Valeria Vitelli