2 papers
cs.LG2025
Data-driven jet fuel demand forecasting: A case study of Copenhagen Airport
Alessandro Contini, Davide Cacciarelli, Murat Kulahci
Accurate forecasting of jet fuel demand is crucial for optimizing supply chain operations in the aviation market. Fuel distributors specifically require precise estimates to avoid…
stat.ML2025
An Adaptive Sampling Framework for Detecting Localized Concept Drift under Label Scarcity
Junghee Pyeon, Davide Cacciarelli, Kamran Paynabar
Concept drift and label scarcity are two critical challenges limiting the robustness of predictive models in dynamic industrial environments. Existing drift detection methods often…