Alessandra Menafoglio

According to our database, Alessandra Menafoglio authored at least 23 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

K-Models: a Flexible and Interpretable Method for Ordinal Clustering with Application to Antigen-Antibody Interaction Profiles.

Giulia Patanè, Alessandra Menafoglio, Alexander Krauth, Peter Fechner, Luca Dede', Bianca Maria Colosimo, Federica Nicolussi

CoRR, May, 2026

Functional-Ordinal Canonical Correlation Analysis with Application to Data from Optical Sensors.

Giulia Patanè, Federica Nicolussi, Alexander Krauth, Günter Gauglitz, Bianca Maria Colosimo, Luca Dede', Alessandra Menafoglio

Technometrics, April, 2026

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, July, 2025

Noise-Adaptive Conformal Classification with Marginal Coverage.

Teresa Bortolotti, Y. X. Rachel Wang, Xin Tong, Alessandra Menafoglio, Simone Vantini, Matteo Sesia

CoRR, January, 2025

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., April, 2024

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., August, 2023

Adaptive smoothing spline estimator for the function-on-function linear regression model.

Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo, Simone Vantini

Comput. Stat., March, 2023

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

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

Inference for spatial regression models with functional response using a permutational approach.

Veronika Rímalová, Eva Fiserová, Alessandra Menafoglio, Alessia Pini

J. Multivar. Anal., 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

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

2021

Functional Regression Control Chart.

Fabio Centofanti, Antonio Lepore, Alessandra Menafoglio, Biagio Palumbo, Simone Vantini

Technometrics, 2021

Kriging Riemannian Data via Random Domain Decompositions.

Alessandra Menafoglio, Davide Pigoli, Piercesare Secchi

J. Comput. Graph. Stat., 2021

FunCC: A new bi-clustering algorithm for functional data with misalignment.

Marta Galvani, Agostino Torti, Alessandra Menafoglio, Simone Vantini

Comput. Stat. Data Anal., 2021

2020

A novel spatio-temporal clustering technique to study the bike sharing system in Lyon.

Marta Galvani, Agostino Torti, Alessandra Menafoglio, Simone Vantini

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

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

Compositional regression with functional response.

Renáta Talská, Alessandra Menafoglio, Jitka Machalová, Karel Hron, Eva Fiserová

Comput. Stat. Data Anal., 2018

A Bayes Hilbert Space for Compartment Model Computing in Diffusion MRI.

Aymeric Stamm, Olivier Commowick, Alessandra Menafoglio, Simon K. Warfield

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

2017

Statistical analysis of complex and spatially dependent data: A review of Object Oriented Spatial Statistics.

Alessandra Menafoglio, Piercesare Secchi

Eur. J. Oper. Res., 2017

2016

Kriging prediction for manifold-valued random fields.

Davide Pigoli, Alessandra Menafoglio, Piercesare Secchi

J. Multivar. Anal., 2016

Kriging for Hilbert-space valued random fields: The operatorial point of view.

Alessandra Menafoglio, Giovanni Petris

J. Multivar. Anal., 2016

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