Mindlin, D., Beer, F., Sieger, L. N., Heindorf, S., Cimiano, P., Esposito, E., &; Ngonga-Ngomo, A.-C. (2024). Beyond One-Shot Explanations: A Systematic Literature Review of Dialogue-Based XAI Approaches. Research Square Platform LLC.
LibreCat: /record/54450

KOUAGOU, N. J., Demir, C., Zahera, H. M. A., Wilke, A., Heindorf, S., Li, J., &; Ngonga Ngomo, A.-C. (2024). Universal Knowledge Graph Embeddings. Companion Proceedings of the ACM on Web Conference 2024. Companion Proceedings of the ACM on Web Conference 2024, Singapore.https://doi.org/10.1145/3589335.3651978 
LibreCat: /record/54449
DOI: 10.1145/3589335.3651978

Köhler, D., &; Heindorf, S. (2024). Utilizing Description Logics for Global Explanations of Heterogeneous  Graph Neural Networks. In arXiv:2405.12654.
LibreCat: /record/54448
arXiv: 2405.12654

Blübaum, L., &; Heindorf, S. (n.d.). Causal Question Answering with Reinforcement Learning. The World Wide Web Conference (WWW), 2204–2215.https://doi.org/10.1145/3589334.3645610 
LibreCat: /record/52231
DOI: 10.1145/3589334.3645610

KOUAGOU, N. J., Heindorf, S., Demir, C., &; Ngonga Ngomo, A.-C. (2023). Neural Class Expression Synthesis. In C. Pesquita, E. Jimenez-Ruiz, J. McCusker, D. Faria, M. Dragoni, A. Dimou, R. Troncy, &; S. Hertling (Eds.), The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023) (Vol. 13870, pp. 209–226). Springer International Publishing.https://doi.org/10.1007/978-3-031-33455-9_13 
LibreCat: /record/33734
DOI: https://doi.org/10.1007/978-3-031-33455-9_13

Ngonga Ngomo, A.-C., Demir, C., Kouagou, N. J., Heindorf, S., Karalis, N., &; Bigerl, A. (2023). Class Expression Learning with Multiple Representations. In Compendium of Neurosymbolic Artificial Intelligence (pp. 272–286). IOS Press.
LibreCat: /record/46460

Demir, C., Wiebesiek, M., Lu, R., Ngonga Ngomo, A.-C., &; Heindorf, S. (2023). LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals. ECML PKDD. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Torino.
LibreCat: /record/46248

Kouagou, N. J., Heindorf, S., Demir, C., &; Ngonga Ngomo, A.-C. (2023). Neural Class Expression Synthesis in ALCHIQ(D). In Machine Learning and Knowledge Discovery in Databases: Research Track. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Turin. Springer Nature Switzerland.https://doi.org/10.1007/978-3-031-43421-1_12 
LibreCat: /record/47421
DOI: 10.1007/978-3-031-43421-1_12

Sieger, L. N., Heindorf, S., Blübaum, L., &; Ngonga Ngomo, A.-C. (2023). Explaining ELH Concept Descriptions through Counterfactual Reasoning. In arXiv:2301.05109.
LibreCat: /record/37937
arXiv: 2301.05109

Baci, A., &; Heindorf, S. (2023). Accelerating Concept Learning via Sampling. CIKM, 3733–3737.https://doi.org/10.1145/3583780.3615158 
LibreCat: /record/46575
DOI: 10.1145/3583780.3615158

KOUAGOU, N. J., Heindorf, S., Demir, C., &; Ngonga Ngomo, A.-C. (2023). Neural Class Expression Synthesis (Extended Abstract). NeSy 2023, 17th International Workshop on Neural-Symbolic Learning and Reasoning, Certosa Di Pontignano, Siena, Italy.
LibreCat: /record/54612

Zahera, H. M. A., Heindorf, S., Balke, S., Haupt, J., Voigt, M., Walter, C., Witter, F., &; Ngonga Ngomo, A.-C. (2022). Tab2Onto: Unsupervised Semantification with Knowledge Graph Embeddings. In The Semantic Web: ESWC 2022 Satellite Events. Springer International Publishing.https://doi.org/10.1007/978-3-031-11609-4_9 
LibreCat: /record/33738
DOI: 10.1007/978-3-031-11609-4_9

Bondarenko, A., Wolska, M., Heindorf, S., Blübaum, L., Ngonga Ngomo, A.-C., Stein, B., Braslavski, P., Hagen, M., &; Potthast, M. (2022). CausalQA: A Benchmark for Causal Question Answering. Proceedings of the 29th International Conference on Computational Linguistics, 3296–3308.
LibreCat: /record/33739

Deppe, S., Brandt, L., Brünninghaus, M., Papenkordt, J., Heindorf, S., &; Tschirner-Vinke, G. (2022). AI-Based Assistance System for Manufacturing. ETFA, Stuttgart.https://doi.org/10.1109/ETFA52439.2022.9921520 
LibreCat: /record/33957
DOI: 10.1109/ETFA52439.2022.9921520

KOUAGOU, N. J., Heindorf, S., Demir, C., &; Ngonga Ngomo, A.-C. (2022). Learning Concept Lengths Accelerates Concept Learning in ALC. In The Semantic Web. Springer International Publishing.https://doi.org/10.1007/978-3-031-06981-9_14 
LibreCat: /record/33740
DOI: 10.1007/978-3-031-06981-9_14

Heindorf, S., Blübaum, L., Düsterhus, N., Werner, T., Golani, V. N., Demir, C., &; Ngonga Ngomo, A.-C. (2022). EvoLearner: Learning Description Logics with Evolutionary Algorithms. WWW, 818–828.https://doi.org/10.1145/3485447.3511925 
LibreCat: /record/29290
DOI: 10.1145/3485447.3511925

Pestryakova, S., Vollmers, D., Sherif, M., Heindorf, S., Saleem, M., Moussallem, D., &; Ngonga Ngomo, A.-C. (2022). CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications. Scientific Data.https://doi.org/10.1038/s41597-022-01298-2 
LibreCat: /record/29851
DOI: 10.1038/s41597-022-01298-2

Sieger, L. N., Hermann, J., Schomäcker, A., Heindorf, S., Meske, C., Hey, C.-C., &; Dofangün, A. (2022). User Involvement in Training Smart Home Agents. International Conference on Human-Agent Interaction. HAI ’22: International Conference on Human-Agent Interaction, Christchurch, New Zealand.https://doi.org/10.1145/3527188.3561914 
LibreCat: /record/34674
DOI: 10.1145/3527188.3561914

Feldhans, R., Wilke, A., Heindorf, S., Shaker, M. H., Hammer, B., Ngonga Ngomo, A.-C., &; Hüllermeier, E. (2021). Drift Detection in Text Data with Document Embeddings. In Intelligent Data Engineering and Automated Learning – IDEAL 2021. Springer International Publishing.https://doi.org/10.1007/978-3-030-91608-4_11 
LibreCat: /record/29292
DOI: 10.1007/978-3-030-91608-4_11

Demir, C., Moussallem, D., Heindorf, S., &; Ngonga Ngomo, A.-C. (2021). Convolutional Hypercomplex Embeddings for Link Prediction. The 13th Asian Conference on Machine Learning, ACML 2021.
LibreCat: /record/29287
arXiv: 2106.15230