Sfoglia per Autore
A permutation approach to the analysis of spatio-temporal geochemical data in the presence of heteroscedasticity
In corso di stampa Rímalova, Veronika; Menafoglio, Alessandra; Pini, Alessia; Pechanec, Vilem; Fiserova, Eva
Weighted Functional Data Analysis for the Calibration of a Ground Motion Model in Italy
2024-01-01 Bortolotti, Teresa; Peli, Riccardo; Lanzano, Giovanni; Sgobba, Sara; Menafoglio, Alessandra
Robust functional ANOVA with application to additive manufacturing
2023-01-01 Centofanti, Fabio; Colosimo, BIANCA MARIA; Grasso, MARCO LUIGI GIUSEPPE; Menafoglio, Alessandra; Palumbo, Biagio; Vantini, Simone
Bivariate densities in Bayes spaces: orthogonal decomposition and spline representation
2023-01-01 Hron, K.; Machalova, J.; Menafoglio, A.
An object-oriented approach to the analysis of spatial complex data over stream-network domains
2023-01-01 Barbi, Chiara; Menafoglio, Alessandra; Secchi, Piercesare
The Death Process in Italy Before and During the Covid-19 Pandemic: A Functional Compositional Approach
2023-01-01 Scimone, Riccardo; Menafoglio, Alessandra; Sangalli, Laura M.; Secchi, Piercesare
funcharts: control charts for multivariate functional data in R
2023-01-01 Capezza, Christian; Centofanti, Fabio; Lepore, Antonio; Menafoglio, Alessandra; Palumbo, Biagio; Vantini, Simone
A fully coupled superficial runoff and soil erosion basin scale model with efficient time stepping
2023-01-01 Gatti, Federico; Bonaventura, Luca; Menafoglio, Alessandra; Rossi, Daniele; Papini, Monica; Longoni, Laura
Adaptive smoothing spline estimator for the function-on-function linear regression model
2023-01-01 Centofanti, F.; Lepore, A.; Menafoglio, A.; Palumbo, B.; Vantini, S.
Functional analysis of variance in presence of outliers: the RoFANOVA approach
2022-01-01 Centofanti, F.; Colosimo, B. M.; Grasso, M.; Menafoglio, A.; Palumbo, B.; Vantini, S.
Heterogeneity of technological structures between EU countries: An application of complex systems methods to Input–Output Tables
2022-01-01 Mascaretti, Andrea; Dell'Agostino, Laura; Arena, Marika; Flori, Andrea; Menafoglio, Alessandra; Vantini, Simone
A robust approach for functional ANOVA with application to additive manufacturing
2022-01-01 Centofanti, Fabio; Colosimo, BIANCA MARIA; Luigi Grasso, Marco; Menafoglio, Alessandra; Palumbo, Biagio; Vantini, Simone
Inference for spatial regression models with functional response using a permutational approach
2022-01-01 Římalová, Veronika; Fišerová, Eva; Menafoglio, Alessandra; Alessiapini,
Weighting of Parts in Compositional Data Analysis: Advances and Applications
2022-01-01 Hron, Karel; Menafoglio, Alessandra; Palarea-Albaladejo, Javier; Filzmoser, Peter; Talská, Renáta; EGOZCUE RUBI, JUAN JOSE
A general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway line
2022-01-01 Torti, A.; Galvani, M.; Menafoglio, A.; Secchi, P.; Vantini, S.
Statistical Modeling and Monitoring of Geometrical Deviations in Complex Shapes With Application to Additive Manufacturing
2022-01-01 Scimone, R.; Taormina, T.; Colosimo, B. M.; Grasso, M.; Menafoglio, A.; Secchi, P.
A Comparison Between Machine Learning and Functional Geostatistics Approaches for Data-Driven Analyses of Sediment Transport in a Pre-Alpine Stream
2022-01-01 Didkovskyi, O.; Ivanov, V.; Radice, A.; Papini, M.; Longoni, L.; Menafoglio, A.
Physics-based Residual Kriging for dynamically evolving functional random fields
2022-01-01 Peli, R.; Menafoglio, A.; Cervino, M.; Dovera, L.; Secchi, P.
A new class of alpha-transformations for the spatial analysis of Compositional Data
2022-01-01 Clarotto, Lucia; Allard, Denis; Menafoglio, Alessandra
Multi-source geographically weighted regression for regionalized ground-motion models
2022-01-01 Caramenti, Luca; Menafoglio, Alessandra; Sgobba, Sara; Lanzano, Giovanni
Spatial Statistics for Distributional Data in Bayes Spaces: from Object-Oriented Kriging to the Analysis of Warping Function
2021-01-01 Menafoglio, A
Mathematical foundations of functional Kriging in Hilbert spaces and Riemannian manifolds
2021-01-01 Menafoglio, Alessandra; Pigoli, Davide; Secchi, Piercesare
Geostatistical analysis in Bayes spaces: probability densities and compositional data
2021-01-01 Menafoglio, Alessandra; Secchi, Piercesare; Guadagnini, Alberto
Logratio approach to distributional modeling
2021-01-01 Filzmoser, P.; Hron, K.; Menafoglio, A.
A novel downscaling procedure for compositional data in the Aitchison geometry with application to soil texture data
2021-01-01 Gatti, Federico; Menafoglio, Alessandra; Togni, Niccolò; Bonaventura, Luca; Brambilla, Davide; Papini, Monica; Longoni, Laura
Social and material vulnerability in the face of seismic hazard: An analysis of the Italian case
2021-01-01 Didkovskyi, Oleksandr; Azzone, Giovanni; Menafoglio, Alessandra; Secchi, Piercesare
On the Use of Interferometric Synthetic Aperture Radar Data for Monitoring and Forecasting Natural Hazards
2021-01-01 Bernardi, Mara S.; Africa, Pasquale C.; DE FALCO, Carlo; Formaggia, Luca; Menafoglio, Alessandra; Vantini, Simone
Object oriented spatial analysis of natural concentration levels of chemical species in regional-scale aquifers
2021-01-01 Menafoglio, A.; Guadagnini, L.; Guadagnini, A.; Secchi, P.
Functional regression control chart for monitoring ship CO2 emissions
2021-01-01 Capezza, C.; Centofanti, F.; Lepore, A.; Menafoglio, A.; Palumbo, B.; Vantini, S.
FunCC: A new bi-clustering algorithm for functional data with misalignment
2021-01-01 Galvani, M.; Torti, A.; Menafoglio, A.; Vantini, S.
Kriging Riemannian Data via Random Domain Decompositions
2021-01-01 Menafoglio, Alessandra; Pigoli, Davide; Secchi, Piercesare
Ground‐Motion Model for Crustal Events in Italy by Applying the Multisource Geographically Weighted Regression (MS‐GWR) Method
2021-01-01 Lanzano, Giovanni; Sgobba, Sara; Caramenti, Luca; Menafoglio, Alessandra
A look at the spatio-temporal mortality patterns in Italy during the COVID-19 pandemic through the lens of mortality densities
2021-01-01 Scimone, Riccardo; Menafoglio, Alessandra; Sangalli, Laura M.; Secchi, Piercesare
O2S2 for the geodata deluge
2020-01-01 Menafoglio, A.; Pigoli, D.; Secchi, P.
Control charts for monitoring ship operating conditions and CO2 emissions based on scalar-on-function regression
2020-01-01 Capezza, Christian; Lepore, Antonio; Menafoglio, Alessandra; Palumbo, Biagio; Vantini, Simone
Weighting the domain of probability densities in functional data analysis
2020-01-01 Talská, Renáta; Menafoglio, Alessandra; Hron, Karel; José Egozcue, Juan; Palarea-Albaladejo, Javier
Probabilistic assessment of spatial heterogeneity of natural background concentrations in large-scale groundwater bodies through Functional Geostatistics
2020-01-01 Guadagnini, L.; Menafoglio, A.; Sanchez-Vila, X.; Guadagnini, A.
Simulation of seismic ground motion fields via object-oriented spatial statistics with an application in Northern Italy
2020-01-01 Menafoglio, Alessandra; Sgobba, Sara; Lanzano, Giovanni; Pacor, Francesca
Bayes Spaces
2020-01-01 Menafoglio, A.; Hron, K.
Functional Regression Control Chart
2020-01-01 Centofanti, Fabio; Lepore, Antonio; Menafoglio, Alessandra; Palumbo, Biagio; Vantini, Simone
Functional Data Analysis for Spectroscopy Data
2020-01-01 Bernardi, M. S.; Fontana, M.; Menafoglio, A.; Perugini, D.; Pisello, A.; Ferrari, M.; De Angelis, S.; De Sanctis, M. C.; Vantini, S.
Statistical control of complex geometries, with application to Additive Manufacturing
2020-01-01 Scimone, R.; Taormina, T.; Colosimo, B. M.; Grasso, M.; Menafoglio, A.; Secchi, P.
Functional Data Analysis for Interferometric Synthetic Aperture Radar Data Post-Processing: The case of Santa Barbara mud volcano
2020-01-01 Fontana, M.; Menafoglio, A.; Cigna, F.; Tapete, D.
O2S2: A new venue for computational geostatistics
2019-01-01 Menafoglio, Alessandra; Secchi, Piercesare
Turning big data into smart data: two examples based on the analysis of the Mappa dei Rischi dei Comuni Italiani
2019-01-01 Didkovskyi, Oleksandr; Menafoglio, Alessandra; Secchi, Piercesare; Azzone, Giovanni
Random domain decompositions for object-oriented Kriging over complex domains
2018-01-01 Menafoglio, Alessandra; Gaetani, Giorgia; Secchi, Piercesare
Cokriging for multivariate Hilbert space valued random fields: application to multi-fidelity computer code emulation
2018-01-01 Grujic, Ognjen; Menafoglio, Alessandra; Yang, Guang; Caers, Jef
A Bayes Hilbert Space for Compartment Model Computing in Diffusion MRI
2018-01-01 Stamm, A.; Commowick, O.; Menafoglio, A.; Warfield, S. K.
Compositional regression with functional response
2018-01-01 Talská, R.; Menafoglio, A.; Machalová, J.; Hron, K.; Fišerová, E.
Profile Monitoring of Probability Density Functions via Simplicial Functional PCA with application to Image Data
2018-01-01 Menafoglio, Alessandra; Grasso, MARCO LUIGI GIUSEPPE; Secchi, Piercesare; Colosimo, BIANCA MARIA
Statistical analysis of complex and spatially dependent data: A review of Object Oriented Spatial Statistics
2017-01-01 Menafoglio, Alessandra; Secchi, Piercesare
Simplicial principal component analysis for density functions in Bayes spaces
2016-01-01 Hron, K.; Menafoglio, Alessandra; Templ, M.; Hrůzová, K.; Filzmoser, P.
Stochastic simulation of soil particle-size curves in heterogeneous aquifer systems through a Bayes space approach
2016-01-01 Menafoglio, Alessandra; Guadagnini, Alberto; Secchi, Piercesare
A Class-Kriging predictor for Functional Compositions with Application to Particle-Size Curves in Heterogeneous Aquifers
2016-01-01 Menafoglio, Alessandra; Secchi, Piercesare; Guadagnini, Alberto
Using Curve-Registration Information for Profile Monitoring
2016-01-01 Grasso, MARCO LUIGI; Menafoglio, Alessandra; Colosimo, BIANCA MARIA; Secchi, Piercesare
Kriging prediction for manifold-valued random fields
2016-01-01 Pigoli, Davide; Menafoglio, Alessandra; Secchi, Piercesare
Kriging for Hilbert-space valued random fields: the Operatorial point of view
2016-01-01 Menafoglio, Alessandra; Petris, Giovanni
Universal kriging of functional data: trace-variography vs cross-variography? Application to forecasting in unconventional shales
2016-01-01 Menafoglio, Alessandra; Grujic, Ognjen; Caers, Jef
Object Oriented Geostatistical Simulation of Functional Compositions via Dimensionality Reduction in Bayes spaces
2016-01-01 Menafoglio, Alessandra; Guadagnini, Alberto; Secchi, Piercesare
BarCamp: Technology Foresight and Statistics for the Future
2015-01-01 L., Azzimonti; Cremona, MARZIA ANGELA; A., Ghiglietti; Ieva, Francesca; Menafoglio, Alessandra; Pini, Alessia; Zanini, Paolo
Forecasting Production Decline Rate in Unconventional Resources by Kriging of Functional Data
2015-01-01 Menafoglio, A.; Grujic, O.; Caers, J.
Geostatistical analysis of Functional Compositions: characterizing random particle-size distributions through the Aitchison geometry
2014-01-01 Menafoglio, Alessandra; Guadagnini, Alberto; Secchi, Piercesare
Kriging prediction for functional compositional data and application to particle-size curves
2014-01-01 Menafoglio, Alessandra; Guadagnini, Alberto; Secchi, Piercesare
Kriging prediction for spatial random fields valued in a Hilbert space
2014-01-01 Menafoglio, Alessandra; Secchi, Piercesare
A Kriging Approach based on Aitchison Geometry for the Characterization of Particle-Size Curves in Heterogeneous Aquifers
2014-01-01 Menafoglio, Alessandra; Guadagnini, Alberto; Secchi, Piercesare
A BLU predictor for spatially dependent functional data of a Hilbert space
2013-01-01 Menafoglio, Alessandra; M., Dalla Rosa; Secchi, Piercesare
Functional data analysis and classification for profile monitoring and fault diagnosis in waterjet machining processes
2013-01-01 Grasso, MARCO LUIGI; Frigerio, Nicla; Menafoglio, Alessandra; Secchi, Piercesare; Colosimo, BIANCA MARIA
Geostatistical analysis of spatially dependent functional data: Universal Kriging in a Hilbert space
2013-01-01 Menafoglio, Alessandra; Secchi, Piercesare
Supplementary material for: A Universal Kriging predictor for spatially dependent functional data of a Hilbert Space
2013-01-01 Menafoglio, Alessandra; Secchi, Piercesare; M., Dalla Rosa
A Universal Kriging predictor for spatially dependent functional data of a Hilbert Space
2013-01-01 Menafoglio, Alessandra; Secchi, Piercesare; M., Dalla Rosa
Polynomial Chaos Expansion for an Efficient Uncertainty and Sensitivity Analysis of Complex Numerical Models
2013-01-01 E., Bastug; Menafoglio, Alessandra; T., Okhulkova
Cluster analysis of nuclear performance trends
2012-01-01 Ghazy, Rasha; Ricotti, MARCO ENRICO; Menafoglio, Alessandra; Secchi, Piercesare; Vantini, Simone
Prediction of non-stationary functional data: Universal Kriging in a Hilbert space
2012-01-01 Menafoglio, Alessandra; M., Dalla Rosa; Secchi, Piercesare
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