2 papers
cs.LG2026
Marine Engine Fault Dataset: Open-Access Data under Controlled Reference and Fault Scenario Conditions
Ahmad BahooToroody, Oleksiy Bondarenko, Mohammad Mahdi Abaei +2
Open-access datasets for marine-engine predictive maintenance remain scarce, particularly those from controlled fault experiments with documented operating conditions, subsystem-le…
cs.CV2025
Automated Processing of eXplainable Artificial Intelligence Outputs in Deep Learning Models for Fault Diagnostics of Large Infrastructures
Giovanni Floreale, Piero Baraldi, Enrico Zio +1
Deep Learning (DL) models processing images to recognize the health state of large infrastructure components can exhibit biases and rely on non-causal shortcuts. eXplainable Artifi…