2 papers
cs.LG2023
Tailoring Machine Learning for Process Mining
Paolo Ceravolo, Sylvio Barbon Junior, Ernesto Damiani +1
Machine learning models are routinely integrated into process mining pipelines to carry out tasks like data transformation, noise reduction, anomaly detection, classification, and…
cs.LG2023
Rethinking Certification for Trustworthy Machine Learning-Based Applications
Marco Anisetti, Claudio A. Ardagna, Nicola Bena +1
Machine Learning (ML) is increasingly used to implement advanced applications with non-deterministic behavior, which operate on the cloud-edge continuum. The pervasive adoption of…