@articleMindlin_Beer_Sieger_Heindorf_Cimiano_Esposito_Ngonga-Ngomo_2024, title=Beyond One-Shot Explanations: A Systematic Literature Review of Dialogue-Based XAI Approaches, publisher=Research Square Platform LLC, 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=2024 

@inproceedingsKOUAGOU_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 

@articleKöhler_Heindorf_2024, title=Utilizing Description Logics for Global Explanations of Heterogeneous  Graph Neural Networks, journal=arXiv:2405.12654, author=Köhler, Dominik and Heindorf, Stefan, year=2024 

@inproceedingsBlübaum_Heindorf, title=Causal Question Answering with Reinforcement Learning, DOI=10.1145/3589334.3645610, booktitle=The World Wide Web Conference (WWW), publisher=ACM, author=Blübaum, Lukas and Heindorf, Stefan, pages=2204–2215 

@inproceedingsKOUAGOU_Heindorf_Demir_Ngonga Ngomo_2023, title=Neural Class Expression Synthesis, volume=13870, DOI=https://doi.org/10.1007/978-3-031-33455-9_13, booktitle=The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023), publisher=Springer International Publishing, author=KOUAGOU, N’Dah Jean and Heindorf, Stefan and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille, editor=Pesquita, Catia and Jimenez-Ruiz, Ernesto and McCusker, Jamie and Faria, Daniel and Dragoni, Mauro and Dimou, Anastasia and Troncy, Raphael and Hertling, Sven, year=2023, pages=209–226 

@inbookNgonga 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 

@articleDemir_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 

@inbookKouagou_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 

@articleSieger_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 

@inproceedingsBaci_Heindorf_2023, title=Accelerating Concept Learning via Sampling, DOI=10.1145/3583780.3615158, booktitle=CIKM, author=Baci, Alkid and Heindorf, Stefan, year=2023, pages=3733–3737 

@inproceedingsKOUAGOU_Heindorf_Demir_Ngonga Ngomo_2023, title=Neural Class Expression Synthesis (Extended Abstract), booktitle=NeSy 2023, 17th International Workshop on Neural-Symbolic Learning and Reasoning, Certosa di Pontignano, Siena, Italy, publisher=CEUR-WS, author=KOUAGOU, N’Dah Jean and Heindorf, Stefan and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille, year=2023 

@inbookZahera_Heindorf_Balke_Haupt_Voigt_Walter_Witter_Ngonga Ngomo_2022, place=Cham, title=Tab2Onto: Unsupervised Semantification with Knowledge Graph Embeddings, DOI=10.1007/978-3-031-11609-4_9, booktitle=The Semantic Web: ESWC 2022 Satellite Events, publisher=Springer International Publishing, author=Zahera, Hamada Mohamed Abdelsamee and Heindorf, Stefan and Balke, Stefan and Haupt, Jonas and Voigt, Martin and Walter, Carolin and Witter, Fabian and Ngonga Ngomo, Axel-Cyrille, year=2022 

@inproceedingsBondarenko_Wolska_Heindorf_Blübaum_Ngonga Ngomo_Stein_Braslavski_Hagen_Potthast_2022, place=Gyeongju, Republic of Korea, title=CausalQA: A Benchmark for Causal Question Answering, booktitle=Proceedings of the 29th International Conference on Computational Linguistics, publisher=International Committee on Computational Linguistics, author=Bondarenko, Alexander and Wolska, Magdalena and Heindorf, Stefan and Blübaum, Lukas and Ngonga Ngomo, Axel-Cyrille and Stein, Benno and Braslavski, Pavel and Hagen, Matthias and Potthast, Martin, year=2022, pages=3296–3308 

@articleDeppe_Brandt_Brünninghaus_Papenkordt_Heindorf_Tschirner-Vinke_2022, series=2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA), title=AI-Based Assistance System for Manufacturing, DOI=10.1109/ETFA52439.2022.9921520, author=Deppe, Sahar and Brandt, Lukas and Brünninghaus, Marc and Papenkordt, Jörg and Heindorf, Stefan and Tschirner-Vinke, Gudrun, year=2022, collection=2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA) 

@inbookKOUAGOU_Heindorf_Demir_Ngonga Ngomo_2022, place=Cham, title=Learning Concept Lengths Accelerates Concept Learning in ALC, DOI=10.1007/978-3-031-06981-9_14, booktitle=The Semantic Web, publisher=Springer International Publishing, author=KOUAGOU, N’Dah Jean and Heindorf, Stefan and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille, year=2022 

@inproceedingsHeindorf_Blübaum_Düsterhus_Werner_Golani_Demir_Ngonga Ngomo_2022, title=EvoLearner: Learning Description Logics with Evolutionary Algorithms, DOI=10.1145/3485447.3511925, booktitle=WWW, publisher=ACM, author=Heindorf, Stefan and Blübaum, Lukas and Düsterhus, Nick and Werner, Till and Golani, Varun Nandkumar and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille, year=2022, pages=818–828 

@articlePestryakova_Vollmers_Sherif_Heindorf_Saleem_Moussallem_Ngonga Ngomo_2022, title=CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications, DOI=10.1038/s41597-022-01298-2, journal=Scientific Data, author=Pestryakova, Svetlana10.1038/s41597-022-01298-2__and Vollmers, Daniel and Sherif, Mohamed and Heindorf, Stefan and Saleem, Muhammad10.1038/s41597-022-01298-2__and Moussallem, Diego and Ngonga Ngomo, Axel-Cyrille, year=2022 

@inproceedingsSieger_Hermann_Schomäcker_Heindorf_Meske_Hey_Dofangün_2022, title=User Involvement in Training Smart Home Agents, DOI=10.1145/3527188.3561914, booktitle=International Conference on Human-Agent Interaction, publisher=ACM, author=Sieger, Leonie Nora and Hermann, Julia and Schomäcker, Astrid and Heindorf, Stefan and Meske, Christian and Hey, Celine-Chiara and Dofangün, Ayfegül, year=2022 

@inbookFeldhans_Wilke_Heindorf_Shaker_Hammer_Ngonga Ngomo_Hüllermeier_2021, place=Cham, title=Drift Detection in Text Data with Document Embeddings, DOI=10.1007/978-3-030-91608-4_11, booktitle=Intelligent Data Engineering and Automated Learning – IDEAL 2021, publisher=Springer International Publishing, author=Feldhans, Robert and Wilke, Adrian and Heindorf, Stefan and Shaker, Mohammad Hossein and Hammer, Barbara and Ngonga Ngomo, Axel-Cyrille and Hüllermeier, Eyke, year=2021 

@inproceedingsDemir_Moussallem_Heindorf_Ngonga Ngomo_2021, title=Convolutional Hypercomplex Embeddings for Link Prediction, booktitle=The 13th Asian Conference on Machine Learning, ACML 2021, author=Demir, Caglar and Moussallem, Diego and Heindorf, Stefan and Ngonga Ngomo, Axel-Cyrille, year=2021