Simplicial principal component analysis for density functions in Bayes spaces. - Karel Hron; Alessandra Menafoglio; Matthias Templ; Klara Hruzová; Peter Filzmoser (Comput. Stat. Data Anal., 2016)

Kriging for Hilbert-space valued random fields: The operatorial point of view. - Alessandra Menafoglio; Giovanni Petris (J. Multivar. Anal., 2016)

Kriging prediction for manifold-valued random fields. - Davide Pigoli; Alessandra Menafoglio; Piercesare Secchi (J. Multivar. Anal., 2016)

Statistical analysis of complex and spatially dependent data: A review of Object Oriented Spatial Statistics. - Alessandra Menafoglio; Piercesare Secchi (Eur. J. Oper. Res., 2017)

A Bayes Hilbert Space for Compartment Model Computing in Diffusion MRI. - Aymeric Stamm; Olivier Commowick; Alessandra Menafoglio; Simon K. Warfield (MICCAI (3), 2018)

Compositional regression with functional response. - Renáta Talská; Alessandra Menafoglio; Jitka Machalová; Karel Hron; Eva Fiserová (Comput. Stat. Data Anal., 2018)

Profile Monitoring of Probability Density Functions via Simplicial Functional PCA With Application to Image Data. - Alessandra Menafoglio; Marco Grasso; Piercesare Secchi; Bianca Maria Colosimo (Technometrics, 2018)

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)

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

Kriging Riemannian Data via Random Domain Decompositions. - Alessandra Menafoglio; Davide Pigoli; Piercesare Secchi (J. Comput. Graph. Stat., 2021)

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

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)

Inference for spatial regression models with functional response using a permutational approach. - Veronika Rímalová; Eva Fiserová; Alessandra Menafoglio; Alessia Pini (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)

Statistical Modeling and Monitoring of Geometrical Deviations in Complex Shapes With Application to Additive Manufacturing. - Riccardo Scimone; Tommaso Taormina; Bianca Maria Colosimo; Marco Grasso; Alessandra Menafoglio; Piercesare Secchi (Technometrics, 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)

A fully coupled superficial runoff and soil erosion basin scale model with efficient time stepping. - Federico Gatti; Luca Bonaventura; Alessandra Menafoglio; Monica Papini; Laura Longoni (Comput. Geosci., 2023)

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)

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)