Tsevo: Evolutionary counterfactual explanations for time series classification J Höllig, C Kulbach, S Thoma 2022 21st IEEE International Conference on Machine Learning and Applications …, 2022 | 9 | 2022 |
Tsinterpret: A python package for the interpretability of time series classification J Höllig, C Kulbach, S Thoma Journal of Open Source Software 8 (85), 5220, 2023 | 8 | 2023 |
Semantic meaningfulness: Evaluating counterfactual approaches for real-world plausibility and feasibility J Höllig, AF Markus, J de Slegte, P Bagave World Conference on Explainable Artificial Intelligence, 636-659, 2023 | 2 | 2023 |
TSInterpret: A unified framework for time series interpretability J Höllig, C Kulbach, S Thoma arXiv preprint arXiv:2208.05280, 2022 | 1 | 2022 |
AIDA-Vis–Automatic Data Visualization with Human Preferences W Laurito, J Höllig, J Lachowitzer, S Thoma, M Budde, P Philipp Gesellschaft für Informatik, Bonn, 2022 | 1 | 2022 |
Abschlussbericht des Forschungsprojekts" Broker für Dynamische Produktionsnetzwerke" C Bauer, K Bauer, S Becker, L Bergmann, M Beuttler, HP Bock, E Broda, ... | 1 | 2021 |
CodeSCAN: ScreenCast ANalysis for Video Programming Tutorials A Naumann, F Hertlein, J Höllig, L Cazzonelli, S Thoma arXiv preprint arXiv:2409.18556, 2024 | | 2024 |
Speeding Up CNC Tool Manufacturing: Implementing Explainable AI for Setup Time Reduction and Production Agility D Kiefer, F Grimm, T Straub, G Bitsch, C Van Dinther, J Höllig Procedia CIRP 130, 982-987, 2024 | | 2024 |
Taking a HINT on Industrial Anomaly Detection J Höllig, F Grimm, D Kiefer, S Thoma INFORMATIK 2024, 1675-1680, 2024 | | 2024 |
XTSC-bench: quantitative benchmarking for explainers on time series classification J Höllig, S Thoma, F Grimm 2023 International Conference on Machine Learning and Applications (ICMLA …, 2023 | | 2023 |
Digitalisierung von Transportdienstleistungen: Untersuchung der Potenziale zur Einbindung von Transportdienstleistungen in dynamische Plattformen L Eger, K Joussen, C Schwarz, J Höllig, T Levy, A Kraus Internationales Verkehrswesen 74 (1), 30-36, 2022 | | 2022 |
Evolutionary Counterfactual Visual Explanation. J Höllig, S Thoma, C Kulbach KI (Workshops), 2022 | | 2022 |