Andreas Theissler

Predictive maintenance enabled by machine learning: Use cases and challenges in the automotive industry

Andreas Theissler, Judith Pérez-Velázquez, Marcel Kettelgerdes et al. · Reliability Engineering & System Safety · 2021 · 496 citations · Full text

Engineering, Automotive Engineering, Computer Science +12

Explainable AI for Time Series Classification: A Review, Taxonomy and Research Directions

Andreas Theissler, Francesco Spinnato, Udo Schlegel et al. · IEEE Access · 2022 · 174 citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Detecting known and unknown faults in automotive systems using ensemble-based anomaly detection

Andreas Theissler · Knowledge-Based Systems · 2017 · 151 citations

Engineering, Automotive Engineering, Computer Engineering +15

Interpretable Machine Learning: A brief survey from the predictive maintenance perspective

Simon Vollert, Martin Atzmueller, Andreas Theissler · 2021 · 111 citations

Computing, Computer Science, Artificial Intelligence +14

ConfusionVis: Comparative evaluation and selection of multi-class classifiers based on confusion matrices

Andreas Theissler, Mark R. Thomas, Michael Burch et al. · Knowledge-Based Systems · 2022 · 91 citations · Full text

Computing, Computer Science, Marine Biology +14