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2020 – today
- 2024
[j27]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): 1191 (2024)- [c5]Alessandro Carminati, Davide Azzalini, Simone Vantini, Francesco Amigoni:
A Distributed Approach for Fault Detection in Swarms of Robots. AAMAS 2024: 253-261 - 2023
- [j26]Alessia Pini, Helle Sørensen, Anders Tolver, Simone Vantini:
Local inference for functional linear mixed models. Comput. Stat. Data Anal. 181: 107688 (2023) - [j25]Niccolò Ajroldi, Jacopo Diquigiovanni, Matteo Fontana, Simone Vantini:
Conformal prediction bands for two-dimensional functional time series. Comput. Stat. Data Anal. 187: 107821 (2023) - [j24]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): 191-216 (2023) - 2022
- [j23]Fabio Centofanti, Matteo Fontana, Antonio Lepore, Simone Vantini:
Smooth LASSO estimator for the Function-on-Function linear regression model. Comput. Stat. Data Anal. 176: 107556 (2022) - [j22]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: 117875 (2022) - [j21]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: 161-177 (2022) - [j20]Edoardo Belli, Simone Vantini:
Ridge regression with adaptive additive rectangles and other piecewise functional templates. Neurocomputing 488: 328-344 (2022) - [j19]Jacopo Diquigiovanni, Matteo Fontana, Simone Vantini:
Conformal prediction bands for multivariate functional data. J. Multivar. Anal. 189: 104879 (2022) - [j18]Anna Calissano, Aasa Feragen, Simone Vantini:
Graph-valued regression: Prediction of unlabelled networks in a non-Euclidean graph space. J. Multivar. Anal. 190: 104950 (2022) - [j17]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): 1519-1537 (2022) - [j16]Edoardo Belli, Simone Vantini:
Measure inducing classification and regression trees for functional data. Stat. Anal. Data Min. 15(5): 553-569 (2022) - 2021
- [j15]Marta Galvani, Agostino Torti, Alessandra Menafoglio, Simone Vantini:
FunCC: A new bi-clustering algorithm for functional data with misalignment. Comput. Stat. Data Anal. 160: 107219 (2021) - [j14]Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo, Simone Vantini:
Functional Regression Control Chart. Technometrics 63(3): 281-294 (2021) - 2020
- [j13]Ilenia Lovato, Alessia Pini, Aymeric Stamm, Simone Vantini:
Model-free two-sample test for network-valued data. Comput. Stat. Data Anal. 144: 106896 (2020) - [c4]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 - [i3]Gianluca Zeni, Matteo Fontana, Simone Vantini:
Conformal Prediction: a Unified Review of Theory and New Challenges. CoRR abs/2005.07972 (2020) - [i2]Edoardo Belli, Simone Vantini:
Measure Inducing Classification and Regression Trees for Functional Data. CoRR abs/2011.00046 (2020) - [i1]Edoardo Belli, Simone Vantini:
Ridge regression with adaptive additive rectangles and other piecewise functional templates. CoRR abs/2011.01048 (2020)
2010 – 2019
- 2019
- [j12]Alessia Pini, Lorenzo Spreafico, Simone Vantini, Alessandro Vietti:
Multi-aspect local inference for functional data: Analysis of ultrasound tongue profiles. J. Multivar. Anal. 170: 162-185 (2019) - 2018
- [j11]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): 2289-2291 (2018) - [j10]Alessia Pini, Aymeric Stamm, Simone Vantini:
Hotelling's T2 in separable Hilbert spaces. J. Multivar. Anal. 167: 284-305 (2018) - 2017
- [j9]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): 2570-2572 (2017) - 2016
- [j8]Piercesare Secchi, Simone Vantini, Paolo Zanini:
Hierarchical independent component analysis: A multi-resolution non-orthogonal data-driven basis. Comput. Stat. Data Anal. 95: 133-149 (2016) - [c3]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 - [c2]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: 622-630 - [c1]Michela Arnaboldi, Marco Brambilla, Beatrice Cassottana, Paolo Ciuccarelli, Simone Vantini:
How Twitter reveals Cities within Cities. SMSociety 2016: 13:1-13:11 - 2015
- [j7]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: 349:1-349:18 (2015) - [j6]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): 279-300 (2015) - [j5]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): 335-338 (2015) - 2014
- [j4]Matilde Dalla Rosa, Laura M. Sangalli, Simone Vantini:
Principal differential analysis of the Aneurisk65 data set. Adv. Data Anal. Classif. 8(3): 287-302 (2014) - 2013
- [j3]Piercesare Secchi, Simone Vantini, Valeria Vitelli:
Bagging Voronoi classifiers for clustering spatial functional data. Int. J. Appl. Earth Obs. Geoinformation 22: 53-64 (2013) - 2011
- [j2]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): 415-425 (2011) - 2010
- [j1]Laura M. Sangalli, Piercesare Secchi, Simone Vantini, Valeria Vitelli:
k-mean alignment for curve clustering. Comput. Stat. Data Anal. 54(5): 1219-1233 (2010)
Coauthor Index
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