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104 Publications
2025 | Journal Article | LibreCat-ID: 54450 | 
Mindlin, D., Beer, F., Sieger, L. N., Heindorf, S., Cimiano, P., Esposito, E., & Ngonga Ngomo, A.-C. (2025). Beyond One-Shot Explanations: A Systematic Literature Review of Dialogue-Based XAI Approaches. Artificial Intelligence Review, 58(3), Article 81. https://doi.org/10.1007/s10462-024-11007-7
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2024 | Conference Paper | LibreCat-ID: 54449 |
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
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2024 | Book Chapter | LibreCat-ID: 54412
Firmansyah, A. F., Moussallem, D., & Ngonga Ngomo, A.-C. (2024). ESLM: Improving Entity Summarization by Leveraging Language Models. In The Semantic Web. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-60626-7_9
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2024 | Book Chapter | LibreCat-ID: 54580
Mahmood, Y., Virtema, J., Barlag, T., & Ngonga Ngomo, A.-C. (2024). Computing Repairs Under Functional and Inclusion Dependencies via Argumentation. In Lecture Notes in Computer Science. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-56940-1_2
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2024 | Conference Paper | LibreCat-ID: 55655
Hecher, M., Mahmood, Y., Meier, A., & Schmidt, J. (2024). Quantitative Claim-Centric Reasoning in Logic-Based Argumentation. Proceedings of the Thirty-ThirdInternational Joint Conference on Artificial Intelligence. https://doi.org/10.24963/ijcai.2024/377
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2024 | Journal Article | LibreCat-ID: 54092
Kontinen, J., Mahmood, Y., Meier, A., & Vollmer, H. (2024). Parameterized Complexity of Weighted Team Definability. Mathematical Structures in Computer Science, 1–15. https://doi.org/10.1017/S0960129524000033
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2024 | Conference Paper | LibreCat-ID: 56213 |
Sapkota, R., Köhler, D., & Heindorf, S. (2024). EDGE: Evaluation Framework for Logical vs. Subgraph Explanations for Node Classifiers on Knowledge Graphs. Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM ’24),. 33rd ACM International Conference on Information and Knowledge Management, Boise, Idaho, USA. https://doi.org/10.1145/3627673.3679904
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2024 | Book Chapter | LibreCat-ID: 56214
Li, J., Satheesh, S., Heindorf, S., Moussallem, D., Speck, R., & Ngonga Ngomo, A.-C. (2024). AutoCL: AutoML for Concept Learning. In Communications in Computer and Information Science. The 2nd World Conference on eXplainable Artificial Intelligence, Malta, Valletta. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-63787-2_7
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2024 | Book Chapter | LibreCat-ID: 57238
Fichte, J. K., Hecher, M., Mahmood, Y., & Meier, A. (2024). Rejection in Abstract Argumentation: Harder Than Acceptance? In Frontiers in Artificial Intelligence and Applications. ECAI} 2024 - 27th European Conference on Artificial Intelligence, Santiago de Compostela, Spain. IOS Press. https://doi.org/10.3233/faia240867
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2024 | Book Chapter | LibreCat-ID: 57323
Karalis, N., Bigerl, A., Demir, C., Heidrich, L., & Ngonga Ngomo, A.-C. (2024). Evaluating Negation with Multi-way Joins Accelerates Class Expression Learning. In Lecture Notes in Computer Science. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-70365-2_12
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2023 | Book Chapter | LibreCat-ID: 46460
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.
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2023 | Journal Article | LibreCat-ID: 46248 |
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.
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2023 | Book Chapter | LibreCat-ID: 47421 |
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
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2023 | Preprint | LibreCat-ID: 37937 |
Sieger, L. N., Heindorf, S., Blübaum, L., & Ngonga Ngomo, A.-C. (2023). Explaining ELH Concept Descriptions through Counterfactual Reasoning. In arXiv:2301.05109.
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2023 | Conference Paper | LibreCat-ID: 50797
Röder, M., Kuchelev, D., & Ngonga Ngomo, A.-C. (2023). A Topic Model for the Data Web. In F. Ortiz-Rodriguez, B. Villazón-Terrazas, S. Tiwari, & C. Bobed (Eds.), Knowledge Graphs and Semantic Web (pp. 183–198). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-47745-4_14
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2023 | Book Chapter | LibreCat-ID: 46516
Ahmed, A. F. A., Firmansyah, A. F., Sherif, M., Moussallem, D., & Ngonga Ngomo, A.-C. (2023). Explainable Integration of Knowledge Graphs Using Large Language Models. In Natural Language Processing and Information Systems. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-35320-8_9
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2023 | Conference Paper | LibreCat-ID: 54581
Manzoor, A., Saleem, M., & Ngonga Ngomo, A.-C. (2023). Unsupervised Relation Extraction with Sentence level Distributional Semantics. 2023 IEEE 17th International Conference on Semantic Computing (ICSC), 274–277.
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2023 | Dissertation | LibreCat-ID: 54607
Röder, M. (2023). Automating the Discovery of Linking Candidates. Paderborn University. https://doi.org/10.17619/UNIPB/1-1666
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