Publications

Lars Nolle; Frederic Theodor Stahl; Tarek Elmihoub

On Explanations for Hybrid Artificial Intelligence

In: Max Bramer; Frederic Theodor Stahl (Hrsg.). Artificial Intelligence XL - 43rd SGAI International Conference on Artificial Intelligence, AI 2023. …

Frederic Theodor Stahl; Max Bramer (Hrsg.)

Artificial Intelligence XL, 43rd SGAI International Conference on Artificial Intelligence, AI 2023, Cambridge, UK, December 12–14, 2023, Proceedings

SGAI International Conference on Artificial Intelligence (AI-2023), December 12-14, Cambridge, United Kingdom, Lecture Notes in Computer Science …

Wei Jiang; Hans Dieter Schotten

Hierarchical Cell-Free Massive MIMO for High Capacity with Simple Implementation

In: 2024 IEEE International Conference on Communications. IEEE International Conference on Communications (ICC-2024), June 9-13, Denver, USA, IEEE, …

Simon Häring; Sophie Folawiyo; Mariia Podguzova; Stephan Krauß; Didier Stricker

Vid2Cuts: A Framework for Enabling AI-Guided Grapevine Pruning

In: IEEE Access (IEEE), Vol. 12, Pages 5814-5836, IEEE, 1/2024.

Maciej Szelążek; Dan Hudson; Szymon Bobek; Grzegorz J. Nalepa; Martin Atzmueller

Enhanced Explanations for Knowledge-Augmented Clustering using Subgroup Discovery

In: 2023 IEEE 10th International Conference on Data Science and Advanced Analytics (DSAA). International Conference on Data Science and Advanced …

Stefan Bloemheuvel; Jurgen van den Hoogen; Martin Atzmueller

Graph construction on complex spatiotemporal data for enhancing graph neural network-based approaches

In: International Journal of Data Science and Analytics, Pages 1-18, Springer, 2023.

Jurgen van den Hoogen; Dan Hudson; Stefan Bloemheuvel; Martin Atzmueller

Hyperparameter analysis of wide-kernel CNN architectures in industrial fault detection: an exploratory study

In: International Journal of Data Science and Analytics, Pages 1-22, Springer, 2023.

Eric Lanfer; Sophia Sylvester; Nils Aschenbruck; Martin Atzmueller

Leveraging Explainable AI Methods Towards Identifying Classification Issues on IDS Datasets

In: Eyuphan Bulut; Florian Tschorsch; Kanchana Thilakarathna (Hrsg.). Proceedings of the 48th IEEE Conference on Local Computer Networks - LCN 2023. …

Martin Ben Ahmed; Niklas Wilming; Martin Atzmueller

Graph Neural Network-Based Measurement Inference on Irregular Sensor Geometries

In: 2023 IEEE 21st International Conference on Industrial Informatics (INDIN). IEEE International Conference on Industrial Informatics (INDIN), Pages …

Felix Gerschner; Jonas Paul; Lukas Schmid; Nico Barthel; Victor Gouromichos; Florian Schmid; Martin Atzmueller; Andreas Theissler

Domain Transfer for Surface Defect Detection using Few-Shot Learning on Scarce Data