ML-ModelExplorer: An Explorative Model-Agnostic Approach to Evaluate and Compare Multi-class Classifiers. - Andreas Theissler; Simon Vollert; Patrick Benz; Laurentius Antonius Meerhoff; Marc Fernandes (CD-MAKE, 2020)

Interpretable Machine Learning: A brief survey from the predictive maintenance perspective. - Simon Vollert; Martin Atzmueller; Andreas Theissler (ETFA, 2021)

Challenges of machine learning-based RUL prognosis: A review on NASA's C-MAPSS data set. - Simon Vollert; Andreas Theissler (ETFA, 2021)