237 citations · 478 across the 28 of their papers we have counts for
3 papers · 1 filter
ARMAr-LASSO: Mitigating the Impact of Predictor Serial Correlation on the LASSO
Simone Tonini, Francesca Chiaromonte, Alessandro Giovannelli
We explore estimation and forecast accuracy for sparse linear models, focusing on scenarios where both predictors and errors carry serial correlations. We establish a clear link be…
Accurate and fast anomaly detection in industrial processes and IoT environments
Simone Tonini, Andrea Vandin, Francesca Chiaromonte +2
We present a novel, simple and widely applicable semi-supervised procedure for anomaly detection in industrial and IoT environments, SAnD (Simple Anomaly Detection). SAnD comprises…
White-box validation of quantitative product lines by statistical model checking and process mining
Roberto Casaluce, Andrea Burattin, Francesca Chiaromonte +2
We propose a novel methodology for validating software product line (PL) models by integrating Statistical Model Checking (SMC) with Process Mining (PM). Our approach focuses on th…