Alessandra Menafoglio

49/2026

Regularized covariance estimation from partially observed interferometric data

BORTOLOTTI, T.; TROILO, R.; CASU, F.; VANTINI, S.; MENAFOGLIO, A. June 17, 2026

40/2026

A Convolution Process for Sea Surface Temperature Hot-Spot Identification in the Mediterranean Sea

MARCHESIN, L.; MENAFOGLIO, A.; SECCHI, P. May 28, 2026

39/2026

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

PATANè, G.; MENAFOGLIO, A.; KRAUTH, A.; FECHNER, P.; DEDE', L.; COLOSIMO, B.M.; NICOLUSSI, F. May 14, 2026

55/2025

Hyper-spectral Unmixing algorithms for remote compositional surface mapping: a review of the state of the art

GIMENEZ ZAPIOLA, A.; BOSELLI, A.; MENAFOGLIO, A.; VANTINI, S. September 8, 2025

19/2025

Noise-Adaptive Conformal Classification with Marginal Coverage

BORTOLOTTI, T.; WANG, Y. X. R.; TONG, X.; MENAFOGLIO, A.; VANTINI, S.; SESIA, M. April 17, 2025

13/2025

Estimating Non-Stationarity in Spatial Processes: an approach based on Random Domain Decomposition

SCIMONE, R.; MENAFOGLIO, A.; SECCHI, P. February 28, 2025

07/2025

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

PATANè, G.; NICOLUSSI, F.; KRAUTH, A.; GAUGLITZ, G.; COLOSIMO, B. M.; DEDE', L.; MENAFOGLIO, A. January 30, 2025

MOX

44/2022

Forecasting Oil Production Rates in Primary Depletion using the Physics-based Residual Kriging functional approach

PELI, R.; DOVERA, L.; FIGHERA, G.; MENAFOGLIO, A.; SECCHI, P. June 26, 2022

MOX

32/2022

An object-oriented approach to the analysis of spatial complex data over stream-network domains

BARBI, C.; MENAFOGLIO, A; SECCHI, P. May 9, 2022

MOX

31/2022

Weighted functional data analysis for the calibration of ground motion models in Italy

BORTOLOTTI, T; PELI, R.; LANZANO, G; SGOBBA, S.; MENAFOGLIO, A May 9, 2022

MOX

64/2021

A new class of alpha-transformations for the spatial analysis of Compositional Data

CLAROTTO, L; ALLARD, D.; MENAFOGLIO, A. October 22, 2021

MOX

34/2021

An efficient and robust soil erosion model at the basin scale

BONAVENTURA, L.; GATTI F.; MENAFOGLIO A.; ROSSI D.; BRAMBILLA D.; PAPINI M.; LONGONI L. June 4, 2021

MOX

27/2021

A look at the spatio-temporal mortality patterns in Italy during the COVID-19 pandemic through the lens of mortality densities

SCIMONE, R.; MENAFOGLIO, A.; SANGALLI, L.M.; SECCHI, P. May 14, 2021

MOX

23/2021

Statistical modeling and monitoring of geometrical deviations in complex shapes with application to Additive Manufacturing

SCIMONE, R.; TAORMINA, T.; COLOSIMO, B. M.; GRASSO, M.; MENAFOGLIO, A.; SECCHI, P. April 24, 2021

MOX

21/2021

A General Bi-clustering Algorithm for Hilbert Data: Analysis of the Lombardy Railway Service

TORTI, A.; GALVANI, M.; MENAFOGLIO, A.; SECCHI, P.; VANTINI S. April 10, 2021

MOX

14/2021

Physics-based Residual Kriging for dynamically evolving functional random fields

PELI, R.; MENAFOGLIO, A.; CERVINO, M.; DOVERA, L.; SECCHI, P; March 10, 2021

MOX

83/2020

Bivariate densities in Bayes spaces: orthogonal decomposition and spline representation

HRON, K.; MACHALOVA, J.; MENAFOGLIO, A. December 23, 2020

MOX

76/2020

Functional Regression Control Chart

CENTOFANTI, F.; LEPORE, A.; MENAFOGLIO, A.; PALUMBO, B.; VANTINI, S. November 19, 2020

MOX

69/2020

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

GALVANI, M.; TORTI, A.; MENAFOGLIO, A.; VANTINI S. November 7, 2020

MOX

67/2020

Multi-Source Geographically Weighted Regression for Regionalized Ground-Motion Models

CARAMENTI, L.; MENAFOGLIO, A.; SGOBBA, S.; LANZANO, G. November 7, 2020

MOX

66/2020

A comparison between machine learning and functional geostatistics approaches for data-driven analyses of solid transport in a pre-Alpine stream

DIDKOVSKY, O.; IVANOV, V.; PAPINI, M.; LONGONI, L.; MENAFOGLIO, A. October 29, 2020

MOX

45/2020

A novel dowscaling procedure for compositional data in the Aitchison geometry with application to soil texture data

GATTI, F.; MENAFOGLIO, A.; TOGNI, N.; BONAVENTURA, L.; BRAMBILLA, D.; PAPINI, M; LONGONI, L. July 21, 2020

MOX

32/2020

Simulation of seismic ground motion fields via object-oriented spatial statistics: a case study in Northern Italy

MENAFOGLIO, A.; SGOBBA, S.; LANZANO, G.; PACOR, F. May 18, 2020

MOX

31/2020

On the Use of Interfeometric Synthetic Aperture Radar Data for Monitoring and Forecasting Natural Hazards

BERNARDI, M.S.; AFRICA, P.C.; DE FALCO, C.; FORMAGGIA, L.; MENAFOGLIO, A.; VANTINI, S. May 18, 2020

MOX

04/2020

Social and material vulnerability in the face of seismic hazard: an analysis of the Italian case

DIDKOVSKYI, O.; AZZONE, G.; MENAFOGLIO A.; SECCHI P. January 21, 2020

MOX

37/2019

O2S2: a new venue for computational geostatistics

MENAFOGLIO, A.; SECCHI, P. September 30, 2019

MOX

12/2019

Control charts for monitoring ship operating conditions and CO2 emissions based on scalar-on-function regression

CAPEZZA, C.; LEPORE, A.; MENAFOGLIO, A.; PALUMBO, B.; VANTINI, S. March 26, 2019

MOX

64/2018

Kriging Riemannian Data via Random Domain Decompositions

MENAFOGLIO, A.; PIGOLI, D.; SECCHI, P. December 24, 2018

MOX

10/2018

Random Domain Decompositions for object-oriented Kriging over complex domains

MENAFOGLIO, A.; GAETANI, G.; SECCHI, P. February 2, 2018

MOX

09/2018

Profile Monitoring of Probability Density Functions via Simplicial Functional PCA with application to Image Data

MENAFOGLIO, A.; GRASSO, M.; SECCHI, P.; COLOSIMO, B.M. February 2, 2018

MOX

59/2017

Cokriging for multivariate Hilbert space valued random fields. Application to multifidelity computer code emulation

GRUJIC, O.; MENAFOGLIO, A.; GUANG, Y.; CAERS, J. November 3, 2017

MOX

21/2017

Compositional regression with functional response

TALSKA, R.; MENAFOGLIO, A.; MACHALOVA, J.; HRON, K.; FISEROVA, E. April 14, 2017

MOX

05/2017

Logratio approach to distributional modeling

MENAFOGLIO, A.; HRON, K.; FILZMOSER, P. January 20, 2017

MOX

34/2016

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

MENAFOGLIO, A.; SECCHI, P. October 6, 2016

MOX

59/2015

Stochastic Simulation of Soil Particle-Size Curves in Heterogeneous Aquifer Systems through a Bayes space approach

MENAFOGLIO, A.; GUADAGNINI, A.; SECCHI, P. November 12, 2015

MOX

53/2015

Universal kriging of functional data: trace-variography vs cross-variography? Application to forecasting in unconventional shales

MENAFOGLIO, A; GRUJIC, O.; CAERS, J. October 19, 2015

MOX

38/2015

Using Curve Registration Information for Profile Monitoring

GRASSO, M.; MENAFOGLIO, A.; COLOSIMO, B.M.; SECCHI, P. July 16, 2015

MOX

02/2015

Kriging for Hilbert-space valued random fields: the Operatorial point of view

MENAFOGLIO, A.; PETRIS, G. January 26, 2015

MOX

58/2014

A Class-Kriging predictor for Functional Compositions with Application to Particle-Size Curves in Heterogeneous Aquifers

MENAFOGLIO, A.; SECCHI, P.; GUADAGNINI, A. December 12, 2014

MOX

25/2014

Simplicial principal component analysis for density functions in Bayes spaces

HRON, K.; MENAFOGLIO, A.; TEMPL, M.; HRUZOVA K.; FILZMOSER, P. July 2, 2014

MOX

63/2013

Kriging prediction for manifold-valued random field

PIGOLI, D.; MENAFOGLIO, A.; SECCHI, P. December 5, 2013

MOX

33/2013

A Kriging Approach based on Aitchison Geometry for the Characterization of Particle-Size Curves in Heterogeneous Aquifers

MENAFOGLIO, A; GUADAGNINI, A; SECCHI, P August 22, 2013

MOX

34/2012

A Universal Kriging predictor for spatially dependent functional data of a Hilbert Space

MENAFOGLIO, A.; DALLA ROSA, M.; SECCHI, P. September 4, 2012