Publications

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Sophia Sylvester; Merle Sagehorn; Thomas Gruber; Martin Atzmueller; Benjamin Schöne
SHAP value-based ERP analysis (SHERPA): Increasing the sensitivity of EEG signals with explainable AI methods
In: Behavior Research Methods, Pages 1-15, Springer, 2024.
Tim Bohne; Anne-Kathrin Patricia Windler; Martin Atzmueller
A Neuro-Symbolic Approach for Anomaly Detection and Complex Fault Diagnosis Exemplified in the Automotive Domain
In: Brent Venable; Daniel Garijo; Brian Jalaian (Hrsg.). Proceedings of the 12th Knowledge Capture Conference 2023. International Conference on …
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 …
Freddy Sikouonmeu; Martin Atzmueller
Active-Learning-Driven Deep Interactive Segmentation for Cost-Effective Labeling of Crop-Weed Image Data
In: Konferenzband der 43. GIL-Jahrestagung. GIL-Jahrestagung (GIL-2023) Resiliente Agri-Food-Systeme: Herausforderungen und Lösungsansätze. …
Parisa Shayan; Roberto Rondinelli; Menno Zaanen; Martin Atzmueller
Multi-Level Analysis of Learning Management Systems' User Acceptance Exemplified in Two Real-World Case Studies
In: Data, Vol. 8, No. 3, Pages 1-27, MDPI, 2023.
Leonid Schwenke; Martin Atzmueller
Making Time Series Embeddings More Interpretable in Deep Learning: Extracting Higher-Level Features via Symbolic Approximation Representations
In: Proceedings of the 36th International Florida Artificial Intelligence Research Society Conference (FLAIRS-2023). International FLAIRS Conference …
Leonid Schwenke; Stephan Bloemheuvel; Martin Atzmueller
Identifying Informative Nodes in Attributed Spatial Sensor Networks using Attention for Symbolic Abstraction in a GNN-based Modeling Approach
In: Proceedings of the 36th International Florida Artificial Intelligence Research Society Conference (FLAIRS-2023). International FLAIRS Conference …
Jurgen van den Hoogen; Stefan Bloemheuvel; Martin Atzmueller
Advanced Analytics on Complex Industrial Data
In: Werner Liebregts; Willem-Jan van den Heuvel; Arjan van den Born. Data Science for Entrepreneurship: Principles and Methods for Data Engineering, …
Martin Atzmueller; Sophia Sylvester; Rushed Kanawati
Exploratory and Explanation-Aware Network Intrusion Profiling using Subgroup Discovery and Complex Network Analysis
In: Proceedings of the European Interdisciplinary Cybersecurity Conference. European Interdisciplinary Cybersecurity Conference (EICC-2023), June …
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
In: 2023 IEEE 21st International Conference on Industrial Informatics (INDIN). IEEE International Conference on Industrial Informatics (INDIN), Pages …