k-mean alignment for curve clustering. - Laura M. Sangalli; Piercesare Secchi; Simone Vantini; Valeria Vitelli (Comput. Stat. Data Anal., 2010)

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)

Bagging Voronoi classifiers for clustering spatial functional data. - Piercesare Secchi; Simone Vantini; Valeria Vitelli (Int. J. Appl. Earth Obs. Geoinformation, 2013)

Principal differential analysis of the Aneurisk65 data set. - Matilde Dalla Rosa; Laura M. Sangalli; Simone Vantini (Adv. Data Anal. Classif., 2014)

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)

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)

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)

Studying Multicultural Diversity of Cities and Neighborhoods through Social Media Language Detection. - Michela Arnaboldi; Marco Brambilla 001; Beatrice Cassottana; Paolo Ciuccarelli; Davide Ripamonti; Simone Vantini; Riccardo Volonterio (CitiLab@ICWSM, 2016)

Comprehensive Maximum Likelihood Estimation of Diffusion Compartment Models Towards Reliable Mapping of Brain Microstructure. - Aymeric Stamm; Olivier Commowick; Simon K. Warfield; Simone Vantini (MICCAI (3), 2016)

How Twitter reveals Cities within Cities. - Michela Arnaboldi; Marco Brambilla 001; Beatrice Cassottana; Paolo Ciuccarelli; Simone Vantini (SMSociety, 2016)

Hierarchical independent component analysis: A multi-resolution non-orthogonal data-driven basis. - Piercesare Secchi; Simone Vantini; Paolo Zanini (Comput. Stat. Data Anal., 2016)

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)

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)

Hotelling's T2 in separable Hilbert spaces. - Alessia Pini; Aymeric Stamm; Simone Vantini (J. Multivar. Anal., 2018)

Multi-aspect local inference for functional data: Analysis of ultrasound tongue profiles. - Alessia Pini; Lorenzo Spreafico; Simone Vantini; Alessandro Vietti (J. Multivar. Anal., 2019)

A novel spatio-temporal clustering technique to study the bike sharing system in Lyon. - Marta Galvani; Agostino Torti; Alessandra Menafoglio; Simone Vantini (EDBT/ICDT Workshops, 2020)

Conformal Prediction: a Unified Review of Theory and New Challenges. - Gianluca Zeni; Matteo Fontana; Simone Vantini (CoRR, 2020)

Model-free two-sample test for network-valued data. - Ilenia Lovato; Alessia Pini; Aymeric Stamm; Simone Vantini (Comput. Stat. Data Anal., 2020)

FunCC: A new bi-clustering algorithm for functional data with misalignment. - Marta Galvani; Agostino Torti; Alessandra Menafoglio; Simone Vantini (Comput. Stat. Data Anal., 2021)

Functional Regression Control Chart. - Fabio Centofanti; Antonio Lepore; Alessandra Menafoglio; Biagio Palumbo; Simone Vantini (Technometrics, 2021)

Smooth LASSO estimator for the Function-on-Function linear regression model. - Fabio Centofanti; Matteo Fontana; Antonio Lepore; Simone Vantini (Comput. Stat. Data Anal., 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)

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)

Ridge regression with adaptive additive rectangles and other piecewise functional templates. - Edoardo Belli; Simone Vantini (Neurocomputing, 2022)

Graph-valued regression: Prediction of unlabelled networks in a non-Euclidean graph space. - Anna Calissano; Aasa Feragen; Simone Vantini (J. Multivar. Anal., 2022)

Conformal prediction bands for multivariate functional data. - Jacopo Diquigiovanni; Matteo Fontana; Simone Vantini (J. Multivar. Anal., 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)

Measure inducing classification and regression trees for functional data. - Edoardo Belli; Simone Vantini (Stat. Anal. Data Min., 2022)

Adaptive smoothing spline estimator for the function-on-function linear regression model. - Fabio Centofanti; Antonio Lepore; Alessandra Menafoglio; Biagio Palumbo; Simone Vantini (Comput. Stat., 2023)

Local inference for functional linear mixed models. - Alessia Pini; Helle Sørensen; Anders Tolver; Simone Vantini (Comput. Stat. Data Anal., 2023)

Conformal prediction bands for two-dimensional functional time series. - Niccolò Ajroldi; Jacopo Diquigiovanni; Matteo Fontana; Simone Vantini (Comput. Stat. Data Anal., 2023)

A Distributed Approach for Fault Detection in Swarms of Robots. - Alessandro Carminati; Davide Azzalini; Simone Vantini; Francesco Amigoni (AAMAS, 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., 2024)

funLOCI: A Local Clustering Algorithm for Functional Data. - Jacopo Di Iorio; Simone Vantini (J. Classif., 2024)

Noise-Adaptive Conformal Classification with Marginal Coverage. - Teresa Bortolotti; Y. X. Rachel Wang; Xin Tong; Alessandra Menafoglio; Simone Vantini; Matteo Sesia (CoRR, 2025)

Hyper-spectral Unmixing algorithms for remote compositional surface mapping: a review of the state of the art. - Alfredo Gimenez Zapiola; Andrea Boselli; Alessandra Menafoglio; Simone Vantini (CoRR, 2025)