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104 Publications
2025 | Journal Article | LibreCat-ID: 54450 | 
Mindlin D, Beer F, Sieger LN, et al. Beyond One-Shot Explanations: A Systematic Literature Review of Dialogue-Based XAI Approaches. Artificial Intelligence Review. 2025;58(3). doi:10.1007/s10462-024-11007-7
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2024 | Conference Paper | LibreCat-ID: 54449 |
KOUAGOU NJ, Demir C, Zahera HMA, et al. Universal Knowledge Graph Embeddings. In: Companion Proceedings of the ACM on Web Conference 2024. ACM; 2024. doi:10.1145/3589335.3651978
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2024 | Book Chapter | LibreCat-ID: 54412
Firmansyah AF, Moussallem D, Ngonga Ngomo A-C. ESLM: Improving Entity Summarization by Leveraging Language Models. In: The Semantic Web. Springer Nature Switzerland; 2024. doi: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. Computing Repairs Under Functional and Inclusion Dependencies via Argumentation. In: Lecture Notes in Computer Science. Springer Nature Switzerland; 2024. doi: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. Quantitative Claim-Centric Reasoning in Logic-Based Argumentation. In: Proceedings of the Thirty-ThirdInternational Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence Organization; 2024. doi:10.24963/ijcai.2024/377
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2024 | Journal Article | LibreCat-ID: 54092
Kontinen J, Mahmood Y, Meier A, Vollmer H. Parameterized Complexity of Weighted Team Definability. Mathematical Structures in Computer Science. Published online 2024:1-15. doi:10.1017/S0960129524000033
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2024 | Conference Paper | LibreCat-ID: 56213 |
Sapkota R, Köhler D, Heindorf S. EDGE: Evaluation Framework for Logical vs. Subgraph Explanations for Node Classifiers on Knowledge Graphs. In: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM ’24),. ACM; 2024. doi: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. AutoCL: AutoML for Concept Learning. In: Communications in Computer and Information Science. Springer Nature Switzerland; 2024. doi:10.1007/978-3-031-63787-2_7
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2024 | Book Chapter | LibreCat-ID: 57238
Fichte JK, Hecher M, Mahmood Y, Meier A. Rejection in Abstract Argumentation: Harder Than Acceptance? In: Frontiers in Artificial Intelligence and Applications. IOS Press; 2024. doi: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. Evaluating Negation with Multi-way Joins Accelerates Class Expression Learning. In: Lecture Notes in Computer Science. Springer Nature Switzerland; 2024. doi: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 NJ, Heindorf S, Karalis N, Bigerl A. Class Expression Learning with Multiple Representations. In: Compendium of Neurosymbolic Artificial Intelligence. IOS Press; 2023:272–286.
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2023 | Journal Article | LibreCat-ID: 46248 |
Demir C, Wiebesiek M, Lu R, Ngonga Ngomo A-C, Heindorf S. LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals. ECML PKDD. Published online 2023.
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2023 | Book Chapter | LibreCat-ID: 47421 |
Kouagou NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Neural Class Expression Synthesis in ALCHIQ(D). In: Machine Learning and Knowledge Discovery in Databases: Research Track. Springer Nature Switzerland; 2023. doi:10.1007/978-3-031-43421-1_12
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2023 | Preprint | LibreCat-ID: 37937 |
Sieger LN, Heindorf S, Blübaum L, Ngonga Ngomo A-C. Explaining ELH Concept Descriptions through Counterfactual Reasoning. arXiv:230105109. Published online 2023.
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2023 | Conference Paper | LibreCat-ID: 50797
Röder M, Kuchelev D, Ngonga Ngomo A-C. A Topic Model for the Data Web. In: Ortiz-Rodriguez F, Villazón-Terrazas B, Tiwari S, Bobed C, eds. Knowledge Graphs and Semantic Web. Springer Nature Switzerland; 2023:183–198. doi:10.1007/978-3-031-47745-4_14
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2023 | Book Chapter | LibreCat-ID: 46516
Ahmed AFA, Firmansyah AF, Sherif M, Moussallem D, Ngonga Ngomo A-C. Explainable Integration of Knowledge Graphs Using Large Language Models. In: Natural Language Processing and Information Systems. Springer Nature Switzerland; 2023. doi: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. Unsupervised Relation Extraction with Sentence level Distributional Semantics. In: 2023 IEEE 17th International Conference on Semantic Computing (ICSC). ; 2023:274–277.
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2023 | Dissertation | LibreCat-ID: 54607
Röder M. Automating the Discovery of Linking Candidates. Paderborn University; 2023. doi:10.17619/UNIPB/1-1666
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