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104 Publications
2025 | Journal Article | LibreCat-ID: 54450 | 
@article{Mindlin_Beer_Sieger_Heindorf_Cimiano_Esposito_Ngonga Ngomo_2025, title={Beyond One-Shot Explanations: A Systematic Literature Review of Dialogue-Based XAI Approaches}, volume={58}, DOI={10.1007/s10462-024-11007-7}, number={381}, journal={Artificial Intelligence Review}, publisher={Springer}, author={Mindlin, Dimitry and Beer, Fabian and Sieger, Leonie Nora and Heindorf, Stefan and Cimiano, Philipp and Esposito, Elena and Ngonga Ngomo, Axel-Cyrille}, year={2025} }
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2024 | Conference Paper | LibreCat-ID: 54449 |
@inproceedings{KOUAGOU_Demir_Zahera_Wilke_Heindorf_Li_Ngonga Ngomo_2024, title={Universal Knowledge Graph Embeddings}, DOI={10.1145/3589335.3651978}, booktitle={Companion Proceedings of the ACM on Web Conference 2024}, publisher={ACM}, author={KOUAGOU, N’Dah Jean and Demir, Caglar and Zahera, Hamada Mohamed Abdelsamee and Wilke, Adrian and Heindorf, Stefan and Li, Jiayi and Ngonga Ngomo, Axel-Cyrille}, year={2024} }
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2024 | Book Chapter | LibreCat-ID: 54412
@inbook{Firmansyah_Moussallem_Ngonga Ngomo_2024, place={Cham}, title={ESLM: Improving Entity Summarization by Leveraging Language Models}, DOI={10.1007/978-3-031-60626-7_9}, booktitle={The Semantic Web}, publisher={Springer Nature Switzerland}, author={Firmansyah, Asep Fajar and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille}, year={2024} }
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2024 | Book Chapter | LibreCat-ID: 54580
@inbook{Mahmood_Virtema_Barlag_Ngonga Ngomo_2024, place={Cham}, title={Computing Repairs Under Functional and Inclusion Dependencies via Argumentation}, DOI={10.1007/978-3-031-56940-1_2}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Mahmood, Yasir and Virtema, Jonni and Barlag, Timon and Ngonga Ngomo, Axel-Cyrille}, year={2024} }
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2024 | Conference Paper | LibreCat-ID: 55655
@inproceedings{Hecher_Mahmood_Meier_Schmidt_2024, title={Quantitative Claim-Centric Reasoning in Logic-Based Argumentation}, DOI={10.24963/ijcai.2024/377}, booktitle={Proceedings of the Thirty-ThirdInternational Joint Conference on Artificial Intelligence}, publisher={International Joint Conferences on Artificial Intelligence Organization}, author={Hecher, Markus and Mahmood, Yasir and Meier, Arne and Schmidt, Johannes}, year={2024} }
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2024 | Journal Article | LibreCat-ID: 54092
@article{Kontinen_Mahmood_Meier_Vollmer_2024, title={Parameterized Complexity of Weighted Team Definability}, DOI={10.1017/S0960129524000033}, journal={Mathematical Structures in Computer Science}, publisher={Cambridge University Press}, author={Kontinen, Juha and Mahmood, Yasir and Meier, Arne and Vollmer, Heribert}, year={2024}, pages={1–15} }
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2024 | Conference Paper | LibreCat-ID: 56213 |
@inproceedings{Sapkota_Köhler_Heindorf_2024, place={Boise, Idaho, USA}, title={EDGE: Evaluation Framework for Logical vs. Subgraph Explanations for Node Classifiers on Knowledge Graphs}, DOI={10.1145/3627673.3679904}, booktitle={Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM ’24),}, publisher={ACM}, author={Sapkota, Rupesh and Köhler, Dominik and Heindorf, Stefan}, year={2024} }
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2024 | Book Chapter | LibreCat-ID: 56214
@inbook{Li_Satheesh_Heindorf_Moussallem_Speck_Ngonga Ngomo_2024, place={Cham}, title={AutoCL: AutoML for Concept Learning}, DOI={10.1007/978-3-031-63787-2_7}, booktitle={Communications in Computer and Information Science}, publisher={Springer Nature Switzerland}, author={Li, Jiayi and Satheesh, Sheetal and Heindorf, Stefan and Moussallem, Diego and Speck, René and Ngonga Ngomo, Axel-Cyrille}, year={2024} }
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2024 | Preprint | LibreCat-ID: 58377
@article{Mahmood_Hecher_Ngonga Ngomo_2024, title={Dung’s Argumentation Framework: Unveiling the Expressive Power with Inconsistent Databases}, journal={arXiv:2412.11617}, author={Mahmood, Yasir and Hecher, Markus and Ngonga Ngomo, Axel-Cyrille}, year={2024} }
LibreCat
| arXiv
2024 | Book Chapter | LibreCat-ID: 57238
@inbook{Fichte_Hecher_Mahmood_Meier_2024, title={Rejection in Abstract Argumentation: Harder Than Acceptance?}, DOI={10.3233/faia240867}, booktitle={Frontiers in Artificial Intelligence and Applications}, publisher={IOS Press}, author={Fichte, Johannes K. and Hecher, Markus and Mahmood, Yasir and Meier, Arne}, year={2024} }
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2024 | Book Chapter | LibreCat-ID: 57323
@inbook{Karalis_Bigerl_Demir_Heidrich_Ngonga Ngomo_2024, place={Cham}, title={Evaluating Negation with Multi-way Joins Accelerates Class Expression Learning}, DOI={10.1007/978-3-031-70365-2_12}, booktitle={Lecture Notes in Computer Science}, publisher={Springer Nature Switzerland}, author={Karalis, Nikolaos and Bigerl, Alexander and Demir, Caglar and Heidrich, Liss and Ngonga Ngomo, Axel-Cyrille}, year={2024} }
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2024 | Preprint | LibreCat-ID: 57814
@article{Hankala_Hannula_Mahmood_Meier_2024, title={Parameterised Complexity of Consistent Query Answering via Graph Representations}, journal={arXiv:2412.08324}, author={Hankala, Teemu and Hannula, Miika and Mahmood, Yasir and Meier, Arne}, year={2024} }
LibreCat
| arXiv
2023 | Book Chapter | LibreCat-ID: 46460
@inbook{Ngonga Ngomo_Demir_Kouagou_Heindorf_Karalis_Bigerl_2023, title={Class Expression Learning with Multiple Representations}, booktitle={Compendium of Neurosymbolic Artificial Intelligence}, publisher={IOS Press}, author={Ngonga Ngomo, Axel-Cyrille and Demir, Caglar and Kouagou, N’Dah Jean and Heindorf, Stefan and Karalis, Nikoloas and Bigerl, Alexander}, year={2023}, pages={272–286} }
LibreCat
2023 | Journal Article | LibreCat-ID: 46248 |
@article{Demir_Wiebesiek_Lu_Ngonga Ngomo_Heindorf_2023, title={LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals}, journal={ECML PKDD}, author={Demir, Caglar and Wiebesiek, Michel and Lu, Renzhong and Ngonga Ngomo, Axel-Cyrille and Heindorf, Stefan}, year={2023} }
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2023 | Book Chapter | LibreCat-ID: 47421 |
@inbook{Kouagou_Heindorf_Demir_Ngonga Ngomo_2023, place={Cham}, title={Neural Class Expression Synthesis in ALCHIQ(D)}, DOI={10.1007/978-3-031-43421-1_12}, booktitle={Machine Learning and Knowledge Discovery in Databases: Research Track}, publisher={Springer Nature Switzerland}, author={Kouagou, N’Dah Jean and Heindorf, Stefan and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille}, year={2023} }
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2023 | Preprint | LibreCat-ID: 37937 |
@article{Sieger_Heindorf_Blübaum_Ngonga Ngomo_2023, title={Explaining ELH Concept Descriptions through Counterfactual Reasoning}, journal={arXiv:2301.05109}, author={Sieger, Leonie Nora and Heindorf, Stefan and Blübaum, Lukas and Ngonga Ngomo, Axel-Cyrille}, year={2023} }
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| arXiv
2023 | Conference Paper | LibreCat-ID: 50797
@inproceedings{Röder_Kuchelev_Ngonga Ngomo_2023, place={Cham}, title={A Topic Model for the Data Web}, DOI={10.1007/978-3-031-47745-4_14}, booktitle={Knowledge Graphs and Semantic Web}, publisher={Springer Nature Switzerland}, author={Röder, Michael and Kuchelev, Denis and Ngonga Ngomo, Axel-Cyrille}, editor={Ortiz-Rodriguez, Fernando and Villazón-Terrazas, Boris and Tiwari, Sanju and Bobed, Carlos}, year={2023}, pages={183–198} }
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2023 | Book Chapter | LibreCat-ID: 46516
@inbook{Ahmed_Firmansyah_Sherif_Moussallem_Ngonga Ngomo_2023, place={Cham}, title={Explainable Integration of Knowledge Graphs Using Large Language Models}, DOI={10.1007/978-3-031-35320-8_9}, booktitle={Natural Language Processing and Information Systems}, publisher={Springer Nature Switzerland}, author={Ahmed, Abdullah Fathi Ahmed and Firmansyah, Asep Fajar and Sherif, Mohamed and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille}, year={2023} }
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2023 | Conference Paper | LibreCat-ID: 54581
@inproceedings{Manzoor_Saleem_Ngonga Ngomo_2023, title={Unsupervised Relation Extraction with Sentence level Distributional Semantics}, booktitle={2023 IEEE 17th International Conference on Semantic Computing (ICSC)}, author={Manzoor, Ali and Saleem, Muhammad and Ngonga Ngomo, Axel-Cyrille}, year={2023}, pages={274–277} }
LibreCat
2023 | Dissertation | LibreCat-ID: 54607
@book{Röder_2023, title={Automating the Discovery of Linking Candidates}, DOI={10.17619/UNIPB/1-1666}, publisher={Paderborn University}, author={Röder, Michael}, year={2023} }
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