45 citations · 71 across the 9 of their papers we have counts for
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cs.LG2020
SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure
Koorosh Aslansefat, Ioannis Sorokos, Declan Whiting +2
Ensuring safety and explainability of machine learning (ML) is a topic of increasing relevance as data-driven applications venture into safety-critical application domains, traditi…
cs.SE2020
Failure Mode Reasoning in Model Based Safety Analysis
Hamid Jahanian, David Parker, Marc Zeller +2
Failure Mode Reasoning (FMR) is a novel approach for analyzing failure in a Safety Instrumented System (SIS). The method uses an automatic analysis of an SIS program to calculate p…