BORTOLOTTI, TERESA
A functional Ground Motion Model for Italy built with a weighted analysis of reconstructed seismic curves
2024-01-01 Bortolotti, Teresa; Peli, Riccardo; Lanzano, Giovanni; Sgobba, Sara; Menafoglio, Alessandra
A geostatistical modelling of empirical amplification functions and related site proxies for shaking scenarios in central Italy
2024-01-01 Sgobba, Sara; Felicetta, Chiara; Bortolotti, Teresa; Menafoglio, Alessandra; Lanzano, Giovanni; Pacor, Francesca
A Smooth Reconstruction of Covariance Kernels from Fragmented Functional Data
2025-01-01 Bortolotti, Teresa; Troilo, Roberta; Menafoglio, Alessandra; Vantini, Simone
An interpretable and transferable model for shallow landslides detachment combining spatial Poisson point processes and generalized additive models
2025-01-01 Patanè, Giulia; Bortolotti, Teresa; Yordanov, Vasil; Biagi, Ludovico Giorgio Aldo; Brovelli, Maria Antonia; Truong, Xuan Quang; Vantini, Simone
Anomaly Detection of Functional Data via Conformal Prediction
2025-01-01 Bortolotti, Teresa; Prioglio, Egon; Colosimo, Bianca Maria; Vantini, Simone
Leveraging weighted functional data analysis to estimate earthquake induced ground motion
2024-01-01 Bortolotti, Teresa; Peli, Riccardo; Lanzano, Giovanni; Sgobba, Sara; Menafoglio, Alessandra
Real-Time Anomaly Detection of Spatial Processes via Functional Conformal-Prediction Bands
2024-01-01 Bortolotti, T.; Menafoglio, A.; Vantini, S.
Regularized Nonparametric Estimation of Covariance Kernels for High-Dimensional Interferometric Data
2025-01-01 Bortolotti, Teresa; Troilo, Roberta; Menafoglio, Alessandra; Vantini, Simone
Remote Monitoring of Ground Motion Exploiting Functional Data Analysis and Nonparametric Prediction on Multi-Temporal DInSAR Data
2024-01-01 Bortolotti, Teresa; Casu, Francesco; Virelli, Maria; Tapete, Deodato; Siciliani De Cumis, Mario; Menafoglio, Alessandra; Vantini, Simone
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