Sfoglia per Autore
Functional Data Representation with Merge Trees
2026-01-01 Pegoraro, Matteo; Secchi, Piercesare
A blind source separation framework to monitor sectoral power demand from grid-scale load measurements
2026-01-01 Koechlin, Guillaume; Bovera, Filippo; Degli Innocenti, Elena; Santini, Barbara; Venturi, Alessandro; Vazio, Simona; Secchi, Piercesare
The Social Growth Index: Measuring Resilience at Scale
2025-01-01 Greco, Matteo; Ieva, Francesca; Secchi, Piercesare
A Non-parametric Approach Based on RDDs to the Estimation of Non-stationary Spatial Covariance Functions
2025-01-01 Menafoglio, A.; Scimone, R.; Secchi, P.
Fostering Drug Repurposing Using Observational Data by Integrating Functional Data Analysis and Causal Inference
2025-01-01 Fontana, Nicole; Secchi, Piercesare; Andrea Pivato, Carlo; Di Angelantonio, Emanuele; Ieva, Francesca
Strategic bidding in pay-as-bid power reserve markets: A machine learning approach
2025-01-01 Koechlin, Guillaume; Bovera, Filippo; Secchi, Piercesare
Three Spatial Methods for Assessing PM10 Concentration in the Lombardy Region
2025-01-01 Gilardi, Andrea; De Sanctis, Marco F.; Milan, Giacomo; Ieva, Francesca; Sangalli, Laura M.; Secchi, Piercesare
Improving Long-Term Electricity Price Predictions: A Comparison of Pure GPR and Hybrid LP-GPR Models
2025-01-01 Taromboli, Giulia; Koechlin, Guillaume; Bovera, Filippo; Secchi, Piercesare
Forecasting Electricity Spot Market Merit-Order Curves with Functional Time Series Modeling
2025-01-01 Koechlin, Guillaume; Bovera, Filippo; Secchi, Piercesare
Is There a Future for Stochastic Modeling in Business and Industry in the Era of Machine Learning and Artificial Intelligence?
2025-01-01 Ruggeri, Fabrizio; Banks, David; Cleveland, William S.; Fisher, Nicholas I.; Escobar‐anel, Marcos; Giudici, Paolo; Raffinetti, Emanuela; Hoerl, Roger W.; Lin, Dennis K. J.; Kenett, Ron S.; Li, Wai Keung; Yu, Philip L. H.; Poggi, Jean‐michel; Reis, Marco S.; Saporta, Gilbert; Secchi, Piercesare; Sen, Rituparna; Steland, Ansgar; Zhang, Zhanpan
Enhancing Causal Inference in Functional Data: a Method for Estimating Time-Varying Causal Treatment Effects
2025-01-01 Ieva, Francesca; Fontana, Nicole; Pivato, Carlo Andrea; Di Angelantonio, Emanuele; Secchi, Piercesare
A Convolution Process for Spatial Statistical Models on Directed Linear Networks
2025-01-01 Marchesin, Leonardo; Menafoglio, Alessandra; Secchi, Piercesare
Persistence diagrams for exploring the shape variability of abdominal aortic aneurysms
2024-01-01 Domanin, Dario Arnaldo; Pegoraro, Matteo; Trimarchi, Santi; Domanin, Maurizio; Secchi, Piercesare
Longitudinal Study of Dispatchable Power Units Trading Strategies on Electricity Spot Markets in Italy
2024-01-01 Koechlin, Guillaume; Bovera, Filippo; Secchi, Piercesare
Characterization of photoluminescent and Raman properties of ultramarine blue pigment variants with a novel multimodal approach
2024-01-01 Carta, Francesco; Osticioli, Iacopo; Ciofini, Daniele; Rita Amato, Silvia; Burnstock, Aviva; Secchi, Piercesare; Comelli, Daniela
Estimation of dynamic Origin–Destination matrices in a railway transportation network integrating ticket sales and passenger count data
2024-01-01 Galliani, Greta; Secchi, Piercesare; Ieva, Francesca
Deconvolution of the Electrical Load Curve Using Blind Source Separation
2024-01-01 Koechlin, G.; Bovera, F.; Secchi, P.
Exploring drivers of overnight stays and same-day visits in the tourism sector
2024-01-01 Scotti, F.; Flori, A.; Secchi, P.; Arena, M.; Azzone, G.
Rendere visibile la diversità invisibile. Big data e algoritmi: quantificare, interpretare e prevedere
2023-01-01 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
How to prioritize bridge maintenance using a functional priority index
2023-01-01 Arena, M.; Azzone, G.; Urbano, V. M.; Secchi, P.; Torti, A.; Vantini, S.
The impact of public transport on the diffusion of COVID-19 pandemic in Lombardy during 2020
2023-01-01 Ieva, Francesca; Galliani, Greta; Secchi, Piercesare
An object-oriented approach to the analysis of spatial complex data over stream-network domains
2023-01-01 Barbi, Chiara; Menafoglio, Alessandra; Secchi, Piercesare
A Nonparametric Algorithm for Spatially Dependent Functional Data: Bagging Voronoi for Clustering, Dimensional Reduction, and Regression
2022-01-01 Vitelli, V.; Passamonti, F.; Vantini, S.; Secchi, P.
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.
Development of a functional priority index for assessing the impact of a bridge closure
2022-01-01 Arena, M.; Azzone, G.; Urbano, V. M.; Secchi, P.; Torti, A.; Vantini, S.
Bridge closure in the road network of Lombardy: a spatio-temporal analysis of the socio-economic impacts
2022-01-01 Torti, A.; Arena, M.; Azzone, G.; 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.
Physics-based Residual Kriging for dynamically evolving functional random fields
2022-01-01 Peli, R.; Menafoglio, A.; Cervino, M.; Dovera, L.; Secchi, P.
A nonparamteric algorithm for spatially dependent functional data: Bagging Voronoi for clustering, dimensional reduction and regression
2021-01-01 Vitelli, V.; Vantini, S.; Passamonti, F.; Secchi, P.
Geostatistical analysis in Bayes spaces: probability densities and compositional data
2021-01-01 Menafoglio, Alessandra; Secchi, Piercesare; Guadagnini, Alberto
Mathematical foundations of functional Kriging in Hilbert spaces and Riemannian manifolds
2021-01-01 Menafoglio, Alessandra; Pigoli, Davide; Secchi, Piercesare
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.
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
Covariance‐based low‐dimensional registration for function‐on‐function regression
2021-01-01 Boschi, Tobia; Chiaromonte, Francesca; Secchi, Piercesare; Li, Bing
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
Kriging Riemannian Data via Random Domain Decompositions
2021-01-01 Menafoglio, Alessandra; Pigoli, Davide; Secchi, Piercesare
Analysis of Telecom Italia Mobile phone data by space-time regression with differential regularization
2020-01-01 Arnone, Eleonora; Bernardi, Mara S.; Sangalli, Laura M.; Secchi, Piercesare
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.
Infrastrutture e città. Innovazione, coesione sociale e digitalizzazione
2020-01-01 Azzone, G.; Balducci, A.; Secchi, P.
O2S2 for the geodata deluge
2020-01-01 Menafoglio, A.; Pigoli, D.; Secchi, P.
Association rule mining to identify transcription factor interactions in genomic regions
2020-01-01 Ceddia, Gaia; Martino, Liuba Nausicaa; Parodi, Alice; Secchi, Piercesare; Campaner, Stefano; Masseroli, Marco
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
Statistica Medica
2019-01-01 Ieva, F.; Paganoni, A. M.; Secchi, P.
O2S2: A new venue for computational geostatistics
2019-01-01 Menafoglio, Alessandra; Secchi, Piercesare
Random domain decompositions for object-oriented Kriging over complex domains
2018-01-01 Menafoglio, Alessandra; Gaetani, Giorgia; Secchi, Piercesare
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
On the role of statistics in the era of big data: A call for a debate
2018-01-01 Secchi, Piercesare
An Object Oriented Approach to Multimodal Imaging Data in Neuroscience
2018-01-01 Cappozzo, A.; Ferraccioli, Federico; Stefanucci, M.; Secchi, P.
Permutation tests for the equality of covariance operators of functional data with applications to evolutionary biology
2017-01-01 Cabassi, Alessandra; Pigoli, Davide; Secchi, Piercesare; Carter, Patrick A.
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