5 papers
Regularized covariance estimation from partially observed interferometric data
Teresa Bortolotti, Roberta Troilo, Francesco Casu +2
The Small BAseline Subset technique provides remote measurements of ground displacement with high spatial resolution, making it a key tool for monitoring geophysical processes in h…
Multi-state Modeling of Delay Evolution in Suburban Rail Transports
Stefania Colombo, Alfredo Gimenez Zapiola, Francesca Ieva +1
Train delays are a persistent issue in railway systems, particularly in suburban networks where operational complexity is heightened by frequent services and high passenger volumes…
Hyper-spectral Unmixing algorithms for remote compositional surface mapping: a review of the state of the art
Alfredo Gimenez Zapiola, Andrea Boselli, Alessandra Menafoglio +1
This work concerns a detailed review of data analysis methods used for remotely sensed images of large areas of the Earth and of other solid astronomical objects. In detail, it foc…
Noise-Adaptive Conformal Classification with Marginal Coverage
Teresa Bortolotti, Y. X. Rachel Wang, Xin Tong +3
Conformal inference provides a rigorous statistical framework for uncertainty quantification in machine learning, enabling well-calibrated prediction sets with precise coverage gua…
An interpretable and transferable model for shallow landslides detachment combining spatial Poisson point processes and generalized additive models
Giulia Patanè, Teresa Bortolotti, Vasil Yordanov +4
Less than 10 meters deep, shallow landslides are rapidly moving and strongly dangerous slides. In the present work, the probabilistic distribution of the landslide detachment point…