Home 9 Publications ( Page 3 )

Publications

Prioritization of Identified Data Science Use Cases in Industrial Manufacturing via C-EDIF Scoring

R. Fischer, A. Pauly, R. Wilking, A. Kini, D. Graurock,
2023

Enhancing Pattern Detection in Movement Data: An Interactive Approach with Domain Expertise Integration

N. Andrienko, G. Andrienko,
2023

Towards a hybrid human-machine discovery of complex movement patterns

N. Andrienko, G. Andrienko, P. Mantenoglou, S. Rinzivillo,
2023

Towards Linguistically Informed Multi-objective Transformer Pre-training for Natural Language Inference

M. Pielka, S. Schmidt, L. Pucknat, R. Sifa,
2023

An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning

S. Müller, V. Toborek, K. Beckh, M. Jakobs, C. Bauckhage, P. Welke,
2023

Explaining Quantum Circuits with Shapley Values: Towards Explainable Quantum Machine Learning

R. Heese, T. Gerlach, S. Mücke, S. Müller, M. Jakobs, N. Piatkowski,
2023

Extracting Movement-based Topics for Analysis of Space Use

G. Andrienko, N. Andrienko, D. Hecker,
2023

It’s about Time: Analytical Time Periodization

N. Andrienko, G. Andrienko,
2023

Re-interpreting Rules Interpretability

L. Adilova, M. Kamp, G. Andrienko, N. Andrienko,
2023

The Generalizability of Explanations

H. Tan,
2023