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446 Publications
2024 | Journal Article | LibreCat-ID: 58048
Sharma A, KOUAGOU NJ, Ngonga Ngomo A-C. Resilience in Knowledge Graph Embeddings. Arxiv. Published online 2024. doi:10.48550/ARXIV.2410.21163
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2024 | Journal Article | LibreCat-ID: 58051
Demir C, Sharma A, Ngonga Ngomo A-C. Adaptive Stochastic Weight Averaging. arxiv. Published online 2024. doi:10.48550/ARXIV.2406.19092
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2024 | Conference Paper | LibreCat-ID: 55653
KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. ROCES: Robust Class Expression Synthesis in Description Logics via Iterative Sampling. In: Proceedings of the Thirty-ThirdInternational Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence Organization; 2024. doi:10.24963/ijcai.2024/479
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2024 | Conference Paper | LibreCat-ID: 56983
Qudus U, Röder M, Vollmers D, Ngonga Ngomo A-C. ExPrompt: Augmenting Prompts Using Examples as Modern Baseline for Stance Classification. In: Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. Vol 9. ACM; 2024:3994-3999. doi:10.1145/3627673.3679923
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2024 | Conference Paper | LibreCat-ID: 57240
Qudus U, Röder M, Tatkeu Pekarou FL, Morim da Silva AA, Ngonga Ngomo A-C. FaVEL: Fact Validation Ensemble Learning. In: Rospocher M, Mehwish Alam, eds. EKAW 2024. ; 2024.
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2024 | Conference Paper | LibreCat-ID: 58377
Mahmood Y, Hecher M, Ngonga Ngomo A-C. Dung’s Argumentation Framework: Unveiling the Expressive Power with Inconsistent Databases. In: ; 2024. doi:10.1609/AAAI.V39I14.33651
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| arXiv
2024 | Book Chapter | LibreCat-ID: 62702
Kamdem Teyou LM, Demir C, Ngonga Ngomo A-C. Embedding Knowledge Graphs in Degenerate Clifford Algebras. In: Frontiers in Artificial Intelligence and Applications. IOS Press; 2024. doi:10.3233/faia240627
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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.
LibreCat
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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| arXiv
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.
LibreCat
2023 | Conference Paper | LibreCat-ID: 54612
KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Neural Class Expression Synthesis (Extended Abstract). In: NeSy 2023, 17th International Workshop on Neural-Symbolic Learning and Reasoning, Certosa Di Pontignano, Siena, Italy. CEUR-WS; 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 54608
Zahera HMA, Vitiugin F, Sherif M, Castillo C, Ngonga Ngomo A-C. Using Pre-trained Language Models for Abstractive DBPEDIA Summarization: A Comparative Study. In: SEMANTiCS. ; 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 54610
Wilke A, Ngonga Ngomo A-C. LauNuts: A Knowledge Graph to identify and compare geographic regions in the European Union. In: The Semantic Web (ESWC 2023). ; 2023.
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2023 | Conference Paper | LibreCat-ID: 54611
Karalis N, Bigerl A, Ngonga Ngomo A-C. Native Execution of GraphQL Queries over RDF Graphs Using Multi-way Joins. In: SEMANTiCS. ; 2023.
LibreCat
2023 | Book Chapter | LibreCat-ID: 54613
Hanselle JM, Hüllermeier E, Mohr F, et al. Configuration and Evaluation. In: Haake C-J, Meyer auf der Heide F, Platzner M, Wachsmuth H, Wehrheim H, eds. On-The-Fly Computing – Individualized IT-Services in Dynamic Markets. Vol 412. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Heinz Nixdorf Institut, Universität Paderborn; 2023:85–104. doi:10.5281/zenodo.8068466
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2023 | Conference Paper | LibreCat-ID: 54614
Srivastava N, Perevalov A, Kuchelev D, Moussallem D, Ngonga Ngomo A-C, Both A. Lingua Franca - Entity-Aware Machine Translation Approach for Question Answering over Knowledge Graphs. In: Venable KB, Garijo D, Jalaian B, eds. Proceedings of the 12th Knowledge Capture Conference 2023, {K-CAP} 2023, Pensacola, FL, USA, December 5-7, 2023. ACM; 2023:122–130. doi:10.1145/3587259.3627567
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