Jacqueline Höllig

According to our database, Jacqueline Höllig authored at least 7 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

TSInterpret: A Python Package for the Interpretability of Time Series Classification.

Jacqueline Höllig, Cedric Kulbach, Steffen Thoma

J. Open Source Softw., July, 2023

Semantic Meaningfulness: Evaluating Counterfactual Approaches for Real-World Plausibility and Feasibility.

Jacqueline Höllig, Aniek F. Markus, Jef de Slegte, Prachi Bagave

Proceedings of the Explainable Artificial Intelligence, 2023

XTSC-Bench: Quantitative Benchmarking for Explainers on Time Series Classification.

Jacqueline Höllig, Steffen Thoma, Florian Grimm

Proceedings of the International Conference on Machine Learning and Applications, 2023

2022

TSInterpret: A unified framework for time series interpretability.

Jacqueline Höllig, Cedric Kulbach, Steffen Thoma

CoRR, 2022

Evolutionary Counterfactual Visual Explanation.

Jacqueline Höllig, Steffen Thoma, Cedric Kulbach

Proceedings of the Joint Proceedings of Workshops, 2022

TSEvo: Evolutionary Counterfactual Explanations for Time Series Classification.

Jacqueline Höllig, Cedric Kulbach, Steffen Thoma

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

AIDA-Vis - Automatic Data Visualization with Human Preferences.

Walter Laurito, Jacqueline Höllig, Jonas Lachowitzer, Steffen Thoma, Matthias Budde, Patrick Philipp

Proceedings of the 52. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2022, Informatik in den Naturwissenschaften, 26., 2022