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108 Publications
2025 | Journal Article | LibreCat-ID: 54450 | 
D. Mindlin et al., “Beyond One-Shot Explanations: A Systematic Literature Review of Dialogue-Based XAI Approaches,” Artificial Intelligence Review, vol. 58, no. 3, Art. no. 81, 2025, doi: 10.1007/s10462-024-11007-7.
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2025 | Journal Article | LibreCat-ID: 59910
Y. Mahmood, M. Hecher, and A.-C. Ngonga Ngomo, “Dung’s Argumentation Framework: Unveiling the Expressive Power with Inconsistent Databases,” Proceedings of the AAAI Conference on Artificial Intelligence, vol. 39, no. 14, pp. 15058–15066, 2025, doi: 10.1609/aaai.v39i14.33651.
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2025 | Journal Article | LibreCat-ID: 59912
M. Hannula, M. Hirvonen, J. Kontinen, Y. Mahmood, A. Meier, and J. Virtema, “Logics with probabilistic team semantics and the Boolean negation,” Journal of Logic and Computation, vol. 35, no. 3, 2025, doi: 10.1093/logcom/exaf021.
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2025 | Conference Paper | LibreCat-ID: 59054
A. F. Firmansyah, H. M. A. Zahera, M. Sherif, D. Moussallem, and A.-C. Ngonga Ngomo, “ANTS: Abstractive Entity Summarization in Knowledge Graphs,” 2025.
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2024 | Conference Paper | LibreCat-ID: 54449 |
N. J. KOUAGOU et al., “Universal Knowledge Graph Embeddings,” presented at the Companion Proceedings of the ACM on Web Conference 2024, Singapore, 2024, doi: 10.1145/3589335.3651978.
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2024 | Conference Paper | LibreCat-ID: 55655
M. Hecher, Y. Mahmood, A. Meier, and J. Schmidt, “Quantitative Claim-Centric Reasoning in Logic-Based Argumentation,” 2024, doi: 10.24963/ijcai.2024/377.
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2024 | Journal Article | LibreCat-ID: 54092
J. Kontinen, Y. Mahmood, A. Meier, and H. Vollmer, “Parameterized Complexity of Weighted Team Definability,” Mathematical Structures in Computer Science, pp. 1–15, 2024, doi: 10.1017/S0960129524000033.
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2024 | Conference Paper | LibreCat-ID: 56213 |
R. Sapkota, D. Köhler, and S. Heindorf, “EDGE: Evaluation Framework for Logical vs. Subgraph Explanations for Node Classifiers on Knowledge Graphs,” presented at the 33rd ACM International Conference on Information and Knowledge Management, Boise, Idaho, USA, 2024, doi: 10.1145/3627673.3679904.
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2024 | Journal Article | LibreCat-ID: 59911
J. Kontinen, Y. Mahmood, A. Meier, and H. Vollmer, “Parameterized complexity of weighted team definability,” Mathematical Structures in Computer Science, vol. 34, no. 5, pp. 375–389, 2024, doi: 10.1017/s0960129524000033.
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2024 | Conference Paper | LibreCat-ID: 58377
Y. Mahmood, M. Hecher, and A.-C. Ngonga Ngomo, “Dung’s Argumentation Framework: Unveiling the Expressive Power with Inconsistent Databases,” 2024, doi: 10.1609/AAAI.V39I14.33651.
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2023 | Book Chapter | LibreCat-ID: 46460
A.-C. Ngonga Ngomo, C. Demir, N. J. Kouagou, S. Heindorf, N. Karalis, and A. Bigerl, “Class Expression Learning with Multiple Representations,” in Compendium of Neurosymbolic Artificial Intelligence, IOS Press, 2023, pp. 272–286.
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2023 | Journal Article | LibreCat-ID: 46248 |
C. Demir, M. Wiebesiek, R. Lu, A.-C. Ngonga Ngomo, and S. Heindorf, “LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals,” ECML PKDD, 2023.
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2023 | Book Chapter | LibreCat-ID: 47421 |
N. J. Kouagou, S. Heindorf, C. Demir, and A.-C. Ngonga Ngomo, “Neural Class Expression Synthesis in ALCHIQ(D),” in Machine Learning and Knowledge Discovery in Databases: Research Track, Cham: Springer Nature Switzerland, 2023.
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2023 | Preprint | LibreCat-ID: 37937 |
L. N. Sieger, S. Heindorf, L. Blübaum, and A.-C. Ngonga Ngomo, “Explaining ELH Concept Descriptions through Counterfactual Reasoning,” arXiv:2301.05109. 2023.
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| arXiv