Saliency Map-Guided Knowledge Discovery for Subclass Identification With LLM-Based Symbolic ApproximationsTim Bohne; Anne-Kathrin Patricia Windler; Martin AtzmuellerIn: IEEE Access (IEEE), Vol. 14, Pages 153554-153568, IEEE, New York, NY (USA), 9/2026.
A Domain-Agnostic Neuro-Symbolic Architecture for Multimodal Human-in-the-Loop Anomaly Detection and Complex Fault DiagnosisTim Bohne; Anne-Kathrin Patricia Windler; Martin AtzmuellerIn: IEEE Access (IEEE), Vol. 13, Pages 210201-210236, IEEE, 12/2025.
Knowledge-Augmented Explainable and Interpretable Learning for Anomaly Detection and DiagnosisMartin Atzmueller; Tim Bohne; Anne-Kathrin Patricia WindlerIn: Pascal Hitzler; Abhilekha Dalal; Mohammad Saeid Mahdavinejad; Sanaz Saki Norouzi (Hrsg.). Handbook on Neurosymbolic AI and Knowledge Graphs. Pages 1-25, ISBN 9781643685786, IOS Press, 3/2025.
