Mindlin, Dimitry, Fabian Beer, Leonie Nora Sieger, Stefan Heindorf, Philipp Cimiano, Elena Esposito, and Axel-Cyrille Ngonga-Ngomo. “Beyond One-Shot Explanations: A Systematic Literature Review of Dialogue-Based XAI Approaches.” Research Square Platform LLC, 2024.
LibreCat: /record/54450

KOUAGOU, N’Dah Jean, Caglar Demir, Hamada Mohamed Abdelsamee Zahera, Adrian Wilke, Stefan Heindorf, Jiayi Li, and Axel-Cyrille Ngonga Ngomo. “Universal Knowledge Graph Embeddings.”https://doi.org/10.1145/3589335.3651978__In Companion Proceedings of the ACM on Web Conference 2024. ACM, 2024.https://doi.org/10.1145/3589335.3651978 .
LibreCat: /record/54449
DOI: 10.1145/3589335.3651978

Köhler, Dominik, and Stefan Heindorf. “Utilizing Description Logics for Global Explanations of Heterogeneous  Graph Neural Networks.” ArXiv:2405.12654, 2024.
LibreCat: /record/54448
arXiv: 2405.12654

Blübaum, Lukas, and Stefan Heindorf. “Causal Question Answering with Reinforcement Learning.”https://doi.org/10.1145/3589334.3645610__In The World Wide Web Conference (WWW), 2204–2215. ACM, n.d.https://doi.org/10.1145/3589334.3645610 .
LibreCat: /record/52231
DOI: 10.1145/3589334.3645610

KOUAGOU, N’Dah Jean, Stefan Heindorf, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “Neural Class Expression Synthesis.”https://doi.org/10.1007/978-3-031-33455-9_13__In The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023), edited by Catia Pesquita, Ernesto Jimenez-Ruiz, Jamie McCusker, Daniel Faria, Mauro Dragoni, Anastasia Dimou, Raphael Troncy, and Sven Hertling, 13870:209–26. Springer International Publishing, 2023.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, Axel-Cyrille, Caglar Demir, N’Dah Jean Kouagou, Stefan Heindorf, Nikoloas Karalis, and Alexander Bigerl. “Class Expression Learning with Multiple Representations.” In Compendium of Neurosymbolic Artificial Intelligence, 272–286. IOS Press, 2023.
LibreCat: /record/46460

Demir, Caglar, Michel Wiebesiek, Renzhong Lu, Axel-Cyrille Ngonga Ngomo, and Stefan Heindorf. “LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals.” ECML PKDD, 2023.
LibreCat: /record/46248

Kouagou, N’Dah Jean, Stefan Heindorf, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “Neural Class Expression Synthesis in ALCHIQ(D).”https://doi.org/10.1007/978-3-031-43421-1_12__In Machine Learning and Knowledge Discovery in Databases: Research Track. Cham: Springer Nature Switzerland, 2023.https://doi.org/10.1007/978-3-031-43421-1_12 .
LibreCat: /record/47421
DOI: 10.1007/978-3-031-43421-1_12

Sieger, Leonie Nora, Stefan Heindorf, Lukas Blübaum, and Axel-Cyrille Ngonga Ngomo. “Explaining ELH Concept Descriptions through Counterfactual Reasoning.” ArXiv:2301.05109, 2023.
LibreCat: /record/37937
arXiv: 2301.05109

Baci, Alkid, and Stefan Heindorf. “Accelerating Concept Learning via Sampling.”https://doi.org/10.1145/3583780.3615158__In CIKM, 3733–3737, 2023.https://doi.org/10.1145/3583780.3615158 .
LibreCat: /record/46575
DOI: 10.1145/3583780.3615158

Zahera, Hamada Mohamed Abdelsamee, Stefan Heindorf, Stefan Balke, Jonas Haupt, Martin Voigt, Carolin Walter, Fabian Witter, and Axel-Cyrille Ngonga Ngomo. “Tab2Onto: Unsupervised Semantification with Knowledge Graph Embeddings.”https://doi.org/10.1007/978-3-031-11609-4_9__In The Semantic Web: ESWC 2022 Satellite Events. Cham: Springer International Publishing, 2022.https://doi.org/10.1007/978-3-031-11609-4_9 .
LibreCat: /record/33738
DOI: 10.1007/978-3-031-11609-4_9

Bondarenko, Alexander, Magdalena Wolska, Stefan Heindorf, Lukas Blübaum, Axel-Cyrille Ngonga Ngomo, Benno Stein, Pavel Braslavski, Matthias Hagen, and Martin Potthast. “CausalQA: A Benchmark for Causal Question Answering.” In Proceedings of the 29th International Conference on Computational Linguistics, 3296–3308. Gyeongju, Republic of Korea: International Committee on Computational Linguistics, 2022.
LibreCat: /record/33739

Deppe, Sahar, Lukas Brandt, Marc Brünninghaus, Jörg Papenkordt, Stefan Heindorf, and Gudrun Tschirner-Vinke. “AI-Based Assistance System for Manufacturing.”https://doi.org/10.1109/ETFA52439.2022.9921520__2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), 2022.https://doi.org/10.1109/ETFA52439.2022.9921520 .
LibreCat: /record/33957
DOI: 10.1109/ETFA52439.2022.9921520

KOUAGOU, N’Dah Jean, Stefan Heindorf, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “Learning Concept Lengths Accelerates Concept Learning in ALC.”https://doi.org/10.1007/978-3-031-06981-9_14__In The Semantic Web. Cham: Springer International Publishing, 2022.https://doi.org/10.1007/978-3-031-06981-9_14 .
LibreCat: /record/33740
DOI: 10.1007/978-3-031-06981-9_14

Heindorf, Stefan, Lukas Blübaum, Nick Düsterhus, Till Werner, Varun Nandkumar Golani, Caglar Demir, and Axel-Cyrille Ngonga Ngomo. “EvoLearner: Learning Description Logics with Evolutionary Algorithms.”https://doi.org/10.1145/3485447.3511925__In WWW, 818–28. ACM, 2022.https://doi.org/10.1145/3485447.3511925 .
LibreCat: /record/29290
DOI: 10.1145/3485447.3511925

Pestryakova, Svetlana , Daniel Vollmers, Mohamed Sherif, Stefan Heindorf, Muhammadhttps://doi.org/10.1038/s41597-022-01298-2__Saleem, Diego Moussallem, and Axel-Cyrille Ngonga Ngomo. “CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications.”https://doi.org/10.1038/s41597-022-01298-2__Scientific Data, 2022.https://doi.org/10.1038/s41597-022-01298-2 .
LibreCat: /record/29851
DOI: 10.1038/s41597-022-01298-2

Sieger, Leonie Nora, Julia Hermann, Astrid Schomäcker, Stefan Heindorf, Christian Meske, Celine-Chiara Hey, and Ayfegül Dofangün. “User Involvement in Training Smart Home Agents.”https://doi.org/10.1145/3527188.3561914__In International Conference on Human-Agent Interaction. ACM, 2022.https://doi.org/10.1145/3527188.3561914 .
LibreCat: /record/34674
DOI: 10.1145/3527188.3561914

Feldhans, Robert, Adrian Wilke, Stefan Heindorf, Mohammad Hossein Shaker, Barbara Hammer, Axel-Cyrille Ngonga Ngomo, and Eyke Hüllermeier. “Drift Detection in Text Data with Document Embeddings.”https://doi.org/10.1007/978-3-030-91608-4_11__In Intelligent Data Engineering and Automated Learning – IDEAL 2021. Cham: Springer International Publishing, 2021.https://doi.org/10.1007/978-3-030-91608-4_11 .
LibreCat: /record/29292
DOI: 10.1007/978-3-030-91608-4_11

Demir, Caglar, Diego Moussallem, Stefan Heindorf, and Axel-Cyrille Ngonga Ngomo. “Convolutional Hypercomplex Embeddings for Link Prediction.” In The 13th Asian Conference on Machine Learning, ACML 2021, 2021.
LibreCat: /record/29287
arXiv: 2106.15230

Nickchen, Tobias, Stefan Heindorf, and Gregor Engels. “Generating Physically Sound Training Data for Image Recognition of Additively Manufactured Parts.”https://doi.org/10.1109/wacv48630.2021.00204__In 2021 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE, 2021.https://doi.org/10.1109/wacv48630.2021.00204 .
LibreCat: /record/29294
DOI: 10.1109/wacv48630.2021.00204