Jacqueline Höllig

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 8

Top Topics

Dynamic Time Warping

Evolutionary Clustering

Data Visualization

Top Venues

Publications

Jacqueline Höllig, Steffen Thoma, Florian Grimm
XTSC-Bench: Quantitative Benchmarking for Explainers on Time Series Classification. CoRR (2023)
Jacqueline Höllig, Cedric Kulbach, Steffen Thoma
TSInterpret: A Python Package for the Interpretability of Time Series Classification. J. Open Source Softw. 8 (87) (2023)
Jacqueline Höllig, Aniek F. Markus, Jef de Slegte, Prachi Bagave
Semantic Meaningfulness: Evaluating Counterfactual Approaches for Real-World Plausibility and Feasibility. xAI (2) (2023)
Jacqueline Höllig, Steffen Thoma, Florian Grimm
XTSC-Bench: Quantitative Benchmarking for Explainers on Time Series Classification. ICMLA (2023)
Jacqueline Höllig, Steffen Thoma, Cedric Kulbach
Evolutionary Counterfactual Visual Explanation. KI (Workshops) (2022)
Jacqueline Höllig, Cedric Kulbach, Steffen Thoma
TSInterpret: A unified framework for time series interpretability. CoRR (2022)
Walter Laurito, Jacqueline Höllig, Jonas Lachowitzer, Steffen Thoma, Matthias Budde, Patrick Philipp
AIDA-Vis - Automatic Data Visualization with Human Preferences. GI-Jahrestagung (2022)
Jacqueline Höllig, Cedric Kulbach, Steffen Thoma
TSEvo: Evolutionary Counterfactual Explanations for Time Series Classification. ICMLA (2022)