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31 Publications
2024 | Conference Paper | LibreCat-ID: 52231 | 
Blübaum, L., & Heindorf, S. (n.d.). Causal Question Answering with Reinforcement Learning. The World Wide Web Conference (WWW). The Web Conference, Singapore.
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2023 | Conference Paper | LibreCat-ID: 33734 |
KOUAGOU, N. J., Heindorf, S., Demir, C., & Ngonga Ngomo, A.-C. (2023). Neural Class Expression Synthesis. In C. Pesquita, E. Jimenez-Ruiz, J. McCusker, D. Faria, M. Dragoni, A. Dimou, R. Troncy, & S. Hertling (Eds.), The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023) (Vol. 13870, pp. 209–226). Springer International Publishing. https://doi.org/10.1007/978-3-031-33455-9_13
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2023 | Preprint | LibreCat-ID: 37937
Sieger, L. N., Heindorf, S., Blübaum, L., & Ngonga Ngomo, A.-C. (2023). Counterfactual Explanations for Concepts in ELH. In arXiv:2301.05109.
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| arXiv
2023 | Conference Paper | LibreCat-ID: 46575 |
Baci, A., & Heindorf, S. (2023). Accelerating Concept Learning via Sampling. CIKM.
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2023 | Book Chapter | LibreCat-ID: 47421
Kouagou, N. J., Heindorf, S., Demir, C., & Ngonga Ngomo, A.-C. (2023). Neural Class Expression Synthesis in ALCHIQ(D). In Machine Learning and Knowledge Discovery in Databases: Research Track. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Turin. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-43421-1_12
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2023 | Book Chapter | LibreCat-ID: 46460
Ngonga Ngomo, A.-C., Demir, C., Kouagou, N. J., Heindorf, S., Karalis, N., & Bigerl, A. (2023). Class Expression Learning with Multiple Representations. In Compendium of Neurosymbolic Artificial Intelligence (pp. 272–286). IOS Press.
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2023 | Journal Article | LibreCat-ID: 46248 |
Demir, C., Wiebesiek, M., Lu, R., Ngonga Ngomo, A.-C., & Heindorf, S. (2023). LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals. ECML PKDD. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Torino.
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2022 | Conference Paper | LibreCat-ID: 29290 |
Heindorf, S., Blübaum, L., Düsterhus, N., Werner, T., Golani, V. N., Demir, C., & Ngonga Ngomo, A.-C. (2022). EvoLearner: Learning Description Logics with Evolutionary Algorithms. WWW, 818–828.
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2022 | Conference Paper | LibreCat-ID: 34674
Sieger, L. N., Hermann, J., Schomäcker, A., Heindorf, S., Meske, C., Hey, C.-C., & Doğangün, A. (2022). User Involvement in Training Smart Home Agents. International Conference on Human-Agent Interaction. HAI ’22: International Conference on Human-Agent Interaction, Christchurch, New Zealand. https://doi.org/10.1145/3527188.3561914
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2022 | Book Chapter | LibreCat-ID: 33738 |
Zahera, H. M. A., Heindorf, S., Balke, S., Haupt, J., Voigt, M., Walter, C., Witter, F., & Ngonga Ngomo, A.-C. (2022). Tab2Onto: Unsupervised Semantification with Knowledge Graph Embeddings. In The Semantic Web: ESWC 2022 Satellite Events. Springer International Publishing. https://doi.org/10.1007/978-3-031-11609-4_9
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2022 | Conference Paper | LibreCat-ID: 33739 |
Bondarenko, A., Wolska, M., Heindorf, S., Blübaum, L., Ngonga Ngomo, A.-C., Stein, B., Braslavski, P., Hagen, M., & Potthast, M. (2022). CausalQA: A Benchmark for Causal Question Answering. Proceedings of the 29th International Conference on Computational Linguistics, 3296–3308.
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2022 | Journal Article | LibreCat-ID: 29851 |
Pestryakova, S., Vollmers, D., Sherif, M., Heindorf, S., Saleem, M., Moussallem, D., & Ngonga Ngomo, A.-C. (2022). CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications. Scientific Data.
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2022 | Conference Paper | LibreCat-ID: 33957
Deppe, S., Brandt, L., Brünninghaus, M., Papenkordt, J., Heindorf, S., & Tschirner-Vinke, G. (2022). AI-Based Assistance System for Manufacturing. ETFA, Stuttgart. https://doi.org/10.1109/ETFA52439.2022.9921520
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2022 | Book Chapter | LibreCat-ID: 33740 |
KOUAGOU, N. J., Heindorf, S., Demir, C., & Ngonga Ngomo, A.-C. (2022). Learning Concept Lengths Accelerates Concept Learning in ALC. In The Semantic Web. Springer International Publishing. https://doi.org/10.1007/978-3-031-06981-9_14
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2021 | Conference Paper | LibreCat-ID: 29291 |
Zahera, H. M. A., Heindorf, S., & Ngonga Ngomo, A.-C. (2021). ASSET: A Semi-supervised Approach for Entity Typing in Knowledge Graphs. Proceedings of the 11th on Knowledge Capture Conference. https://doi.org/10.1145/3460210.3493563
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2021 | Book Chapter | LibreCat-ID: 29292 |
Feldhans, R., Wilke, A., Heindorf, S., Shaker, M. H., Hammer, B., Ngonga Ngomo, A.-C., & Hüllermeier, E. (2021). Drift Detection in Text Data with Document Embeddings. In Intelligent Data Engineering and Automated Learning – IDEAL 2021. Springer International Publishing. https://doi.org/10.1007/978-3-030-91608-4_11
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2021 | Conference Paper | LibreCat-ID: 29287 |
Demir, C., Moussallem, D., Heindorf, S., & Ngonga Ngomo, A.-C. (2021). Convolutional Hypercomplex Embeddings for Link Prediction. The 13th Asian Conference on Machine Learning, ACML 2021.
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| arXiv
2021 | Conference Paper | LibreCat-ID: 29294 |
Nickchen, T., Heindorf, S., & Engels, G. (2021). Generating Physically Sound Training Data for Image Recognition of Additively Manufactured Parts. 2021 IEEE Winter Conference on Applications of Computer Vision (WACV). https://doi.org/10.1109/wacv48630.2021.00204
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2021 | Patent | LibreCat-ID: 33733 |
Heindorf, S. (2021). Automatically generating instructions from tutorials for search and user navigation.
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2020 | Conference Paper | LibreCat-ID: 20141 |
Heindorf, S., Scholten, Y., Wachsmuth, H., Ngonga Ngomo, A.-C., & Potthast, M. (2020). CauseNet: Towards a Causality Graph Extracted from the Web. Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM 2020), 3023–3030. https://doi.org/10.1145/3340531.3412763
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2019 | Conference Paper | LibreCat-ID: 7668 |
Heindorf, S., Scholten, Y., Engels, G., & Potthast, M. (2019). Debiasing Vandalism Detection Models at Wikidata. In WWW (pp. 670–680). San Francisco, USA: ACM. https://doi.org/10.1145/3308558.3313507
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2019 | Dissertation | LibreCat-ID: 15333
Heindorf, S. (2019). Vandalism Detection in Crowdsourced Knowledge Bases. Universität Paderborn.
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2019 | Conference Paper | LibreCat-ID: 14568 |
Heindorf, S., Scholten, Y., Engels, G., & Potthast, M. (2019). Debiasing Vandalism Detection Models at Wikidata (Extended Abstract). In INFORMATIK (pp. 289–290). https://doi.org/10.18420/inf2019_48
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2018 | Conference Paper | LibreCat-ID: 5831 |
Wolters, D., Heindorf, S., Kirchhoff, J., & Engels, G. (2018). Semantic Data Mediator: Linking Services to Websites. In L. Braubach, J. M. Murillo, N. Kaviani, M. Lama, L. Burgueño, N. Moha, & M. Oriol (Eds.), Service-Oriented Computing -- ICSOC 2017 Workshops (pp. 388–392). Springer International Publishing. https://doi.org/10.1007/978-3-319-91764-1_36
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2017 | Conference Paper | LibreCat-ID: 6721 |
Heindorf, S., Potthast, M., Bast, H., Buchhold, B., & Haussmann, E. (2017). WSDM Cup 2017: Vandalism Detection and Triple Scoring. In WSDM (pp. 827–828). ACM.
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2017 | Conference Paper | LibreCat-ID: 5829 |
Wolters, D., Heindorf, S., Kirchhoff, J., & Engels, G. (2017). Linking Services to Websites by Leveraging Semantic Data. In I. Altintas & S. Chen (Eds.), 2017 IEEE International Conference on Web Services (ICWS). IEEE. https://doi.org/10.1109/icws.2017.80
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2017 | Conference Paper | LibreCat-ID: 6722 |
Heindorf, S., Potthast, M., Engels, G., & Stein, B. (2017). Overview of the Wikidata Vandalism Detection Task at WSDM Cup 2017. WSDM Cup 2017 Notebook Papers.
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2016 | Conference Paper | LibreCat-ID: 137 |
Heindorf, S., Potthast, M., Stein, B., & Engels, G. (2016). Vandalism Detection in Wikidata. Proceedings of the 25th International Conference on Information and Knowledge Management (CIKM 2016), 327--336. https://doi.org/10.1145/2983323.2983740
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2015 | Conference Paper | LibreCat-ID: 6719 |
Heindorf, S., Potthast, M., Stein, B., & Engels, G. (2015). Towards Vandalism Detection in Knowledge Bases. SIGIR, 831–834. https://doi.org/10.1145/2766462.2767804
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2012 | Conference Paper | LibreCat-ID: 6720
Böttcher, S., Hartel, R., & Heindorf, S. (2012). Optimized XPath evaluation for Schema-compressed XML data. In ADC (Vol. 124, pp. 137–144). Australian Computer Society.
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