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Identification of Precursors in InSAR Time Series Using Functional Data Analysis Post-Processing: Demonstration on Mud Volcano Eruptions

Remote sensing (Basel, Switzerland), 2024-04, Vol.16 (7), p.1191

2024

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Simulation of seismic ground motion fields via object-oriented spatial statistics with an application in Northern Italy

Stochastic environmental research and risk assessment, 2020-10, Vol.34 (10), p.1607-1627

2020

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A Comparison Between Machine Learning and Functional Geostatistics Approaches for Data-Driven Analyses of Sediment Transport in a Pre-Alpine Stream

Mathematical geosciences, 2022-04, Vol.54 (3), p.467-506

2022

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

Mathematical geosciences, 2021-11, Vol.53 (8), p.1781-1812

2021

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Weighting of Parts in Compositional Data Analysis: Advances and Applications

Mathematical geosciences, 2022, Vol.54 (1), p.71-93

2022

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O2S2: A new venue for computational geostatistics

Applied computing and geosciences, 2019-11, Vol.2, p.100007, Article 100007

2019

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

Stochastic environmental research and risk assessment, 2021-06, Vol.35 (6), p.1223-1241

2021

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

European journal of operational research, 2017-04, Vol.258 (2), p.401-410

2017

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

Journal of multivariate analysis, 2016-04, Vol.146, p.84-94

2016

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Weighted Functional Data Analysis for the Calibration of a Ground Motion Model in Italy

Journal of the American Statistical Association, 2024-09, Vol.119 (547), p.1697-1708

2024

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Kriging Riemannian Data via Random Domain Decompositions

Journal of computational and graphical statistics, 2021-09, Vol.30 (3), p.709-727

2021

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A fully coupled superficial runoff and soil erosion basin scale model with efficient time stepping

Computers & geosciences, 2023-08, Vol.177, p.105362, Article 105362

2023

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Profile Monitoring of Probability Density Functions via Simplicial Functional PCA With Application to Image Data

Technometrics, 2018-10, Vol.60 (4), p.497-510

2018

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Ground-Motion Model for Crustal Events in Italy by Applying the Multisource Geographically Weighted Regression (MS-GWR) Method

Bulletin of the Seismological Society of America, 2021-12, Vol.111 (6), p.3297-3313

2021

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A kriging approach based on Aitchison geometry for the characterization of particle-size curves in heterogeneous aquifers

Stochastic environmental research and risk assessment, 2014-10, Vol.28 (7), p.1835-1851

2014

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Random domain decompositions for object-oriented Kriging over complex domains

Stochastic environmental research and risk assessment, 2018-12, Vol.32 (12), p.3421-3437

2018

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Functional Regression Control Chart

Technometrics, 2021-08, Vol.63 (3), p.281-294

2021

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

Computational statistics & data analysis, 2021-08, Vol.160, p.107219, Article 107219

2021

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Stochastic simulation of soil particle‐size curves in heterogeneous aquifer systems through a Bayes space approach

Water resources research, 2016-08, Vol.52 (8), p.5708-5726

2016

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

Spatial statistics, 2023-12, Vol.58, p.100784, Article 100784

2023

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

Mathematical geosciences, 2016-05, Vol.48 (4), p.463-485

2016

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A general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway line

International journal of approximate reasoning, 2022-03, Vol.142, p.161-177

2022

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Bivariate densities in Bayes spaces: orthogonal decomposition and spline representation

Statistical papers (Berlin, Germany), 2023-10, Vol.64 (5), p.1629-1667

2023

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

Applied stochastic models in business and industry, 2020-05, Vol.36 (3), p.477-500

2020

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

Computational statistics, 2023-03, Vol.38 (1), p.191-216

2023

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Identification of Precursors in InSAR Time Series Using Functional Data Analysis Post-Processing: Demonstration on Mud Volcano Eruptions

Simulation of seismic ground motion fields via object-oriented spatial statistics with an application in Northern Italy

A Comparison Between Machine Learning and Functional Geostatistics Approaches for Data-Driven Analyses of Sediment Transport in a Pre-Alpine Stream

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

Weighting of Parts in Compositional Data Analysis: Advances and Applications

O2S2: A new venue for computational geostatistics

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

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

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

Weighted Functional Data Analysis for the Calibration of a Ground Motion Model in Italy

Kriging Riemannian Data via Random Domain Decompositions

A fully coupled superficial runoff and soil erosion basin scale model with efficient time stepping

Profile Monitoring of Probability Density Functions via Simplicial Functional PCA With Application to Image Data

Ground-Motion Model for Crustal Events in Italy by Applying the Multisource Geographically Weighted Regression (MS-GWR) Method

A kriging approach based on Aitchison geometry for the characterization of particle-size curves in heterogeneous aquifers

Random domain decompositions for object-oriented Kriging over complex domains

Functional Regression Control Chart

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

Stochastic simulation of soil particle‐size curves in heterogeneous aquifer systems through a Bayes space approach

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

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

A general bi-clustering algorithm for object data with an application to the analysis of a Lombardy railway line

Bivariate densities in Bayes spaces: orthogonal decomposition and spline representation

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

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

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