Stefan Heindorf

Data Science Junior Research Group
Data Science / Heinz Nixdorf Institut
heindorf@uni-paderborn.de
ID
11871

37 Publications

Mark all

[37]
2025 | Journal Article | LibreCat-ID: 54450 | OA
Mindlin, D., Beer, F., Sieger, L. N., Heindorf, S., Cimiano, P., Esposito, E., & Ngonga Ngomo, A.-C. (2025). Beyond One-Shot Explanations: A Systematic Literature Review of Dialogue-Based XAI Approaches. Artificial Intelligence Review, 58(3), Article 81. https://doi.org/10.1007/s10462-024-11007-7
LibreCat | DOI | Download (ext.)
 
[36]
2024 | Conference Paper | LibreCat-ID: 54449 | OA
KOUAGOU, N. J., Demir, C., Zahera, H. M. A., Wilke, A., Heindorf, S., Li, J., & Ngonga Ngomo, A.-C. (2024). Universal Knowledge Graph Embeddings. Companion Proceedings of the ACM on Web Conference 2024. Companion Proceedings of the ACM on Web Conference 2024, Singapore. https://doi.org/10.1145/3589335.3651978
LibreCat | DOI | Download (ext.)
 
[35]
2024 | Preprint | LibreCat-ID: 54448 | OA
Köhler, D., & Heindorf, S. (2024). Utilizing Description Logics for Global Explanations of Heterogeneous  Graph Neural Networks. In arXiv:2405.12654.
LibreCat | Download (ext.) | arXiv
 
[34]
2024 | Conference Paper | LibreCat-ID: 52231 | OA
Blübaum, L., & Heindorf, S. (n.d.). Causal Question Answering with Reinforcement Learning. The World Wide Web Conference (WWW), 2204–2215. https://doi.org/10.1145/3589334.3645610
LibreCat | DOI | Download (ext.)
 
[33]
2024 | Conference Paper | LibreCat-ID: 56213 | OA
Sapkota, R., Köhler, D., & Heindorf, S. (2024). EDGE: Evaluation Framework for Logical vs. Subgraph Explanations for Node Classifiers on Knowledge Graphs. Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM ’24),. 33rd ACM International Conference on Information and Knowledge Management, Boise, Idaho, USA. https://doi.org/10.1145/3627673.3679904
LibreCat | DOI | Download (ext.)
 
[32]
2024 | Book Chapter | LibreCat-ID: 56214
Li, J., Satheesh, S., Heindorf, S., Moussallem, D., Speck, R., & Ngonga Ngomo, A.-C. (2024). AutoCL: AutoML for Concept Learning. In Communications in Computer and Information Science. The 2nd World Conference on eXplainable Artificial Intelligence, Malta, Valletta. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-63787-2_7
LibreCat | DOI
 
[31]
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.
LibreCat
 
[30]
2023 | Journal Article | LibreCat-ID: 46248 | OA
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.
LibreCat | Files available
 
[29]
2023 | Book Chapter | LibreCat-ID: 47421 | OA
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
LibreCat | Files available | DOI | Download (ext.)
 
[28]
2023 | Preprint | LibreCat-ID: 37937 | OA
Sieger, L. N., Heindorf, S., Blübaum, L., & Ngonga Ngomo, A.-C. (2023). Explaining ELH Concept Descriptions through Counterfactual Reasoning. In arXiv:2301.05109.
LibreCat | Download (ext.) | arXiv
 
[27]
2023 | Conference Paper | LibreCat-ID: 54612
KOUAGOU, N. J., Heindorf, S., Demir, C., & Ngonga Ngomo, A.-C. (2023). Neural Class Expression Synthesis (Extended Abstract). NeSy 2023, 17th International Workshop on Neural-Symbolic Learning and Reasoning, Certosa Di Pontignano, Siena, Italy.
LibreCat
 
[26]
2023 | Conference Paper | LibreCat-ID: 33734 | OA
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
LibreCat | DOI | Download (ext.)
 
[25]
2023 | Conference Paper | LibreCat-ID: 46575 | OA
Baci, A., & Heindorf, S. (2023). Accelerating Concept Learning via Sampling. CIKM, 3733–3737. https://doi.org/10.1145/3583780.3615158
LibreCat | Files available | DOI
 
[24]
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
LibreCat | Files available | DOI
 
[23]
2022 | Book Chapter | LibreCat-ID: 33740 | OA
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
LibreCat | Files available | DOI | Download (ext.)
 
[22]
2022 | Conference Paper | LibreCat-ID: 29290 | OA
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. https://doi.org/10.1145/3485447.3511925
LibreCat | DOI | Download (ext.)
 
[21]
2022 | Journal Article | LibreCat-ID: 29851 | OA
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. https://doi.org/10.1038/s41597-022-01298-2
LibreCat | DOI | Download (ext.)
 
[20]
2022 | Conference Paper | LibreCat-ID: 34674 | OA
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
LibreCat | Files available | DOI | Download (ext.)
 
[19]
2022 | Book Chapter | LibreCat-ID: 33738 | OA
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
LibreCat | DOI | Download (ext.)
 
[18]
2022 | Conference Paper | LibreCat-ID: 33739 | OA
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.
LibreCat | Download (ext.)
 
[17]
2021 | Book Chapter | LibreCat-ID: 29292 | OA
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
LibreCat | Files available | DOI | Download (ext.)
 
[16]
2021 | Conference Paper | LibreCat-ID: 29287 | OA
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.
LibreCat | Download (ext.) | arXiv
 
[15]
2021 | Conference Paper | LibreCat-ID: 29294 | OA
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
LibreCat | DOI | Download (ext.)
 
[14]
2021 | Patent | LibreCat-ID: 33733 | OA
Heindorf, S. (2021). Automatically generating instructions from tutorials for search and user navigation.
LibreCat | Download (ext.)
 
[13]
2021 | Conference Paper | LibreCat-ID: 29291 | OA
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
LibreCat | Files available | DOI | Download (ext.)
 
[12]
2020 | Conference Paper | LibreCat-ID: 20141 | OA
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
LibreCat | DOI | Download (ext.)
 
[11]
2019 | Conference Paper | LibreCat-ID: 7668 | OA
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
LibreCat | Files available | DOI | Download (ext.)
 
[10]
2019 | Dissertation | LibreCat-ID: 15333
Heindorf, S. (2019). Vandalism Detection in Crowdsourced Knowledge Bases. Universität Paderborn.
LibreCat | Files available
 
[9]
2019 | Conference Paper | LibreCat-ID: 14568 | OA
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
LibreCat | DOI | Download (ext.)
 
[8]
2018 | Conference Paper | LibreCat-ID: 5831 | OA
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
LibreCat | DOI | Download (ext.)
 
[7]
2017 | Conference Paper | LibreCat-ID: 5829 | OA
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
LibreCat | DOI | Download (ext.)
 
[6]
2017 | Conference Paper | LibreCat-ID: 6722 | OA
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.
LibreCat | Download (ext.)
 
[5]
2017 | Preprint | LibreCat-ID: 33732
Potthast, M., Heindorf, S., & Bast, H. (2017). Proceedings of the WSDM Cup 2017: Vandalism Detection and Triple Scoring. In arXiv:1712.09528.
LibreCat | arXiv
 
[4]
2017 | Conference Paper | LibreCat-ID: 6721 | OA
Heindorf, S., Potthast, M., Bast, H., Buchhold, B., & Haussmann, E. (2017). WSDM Cup 2017: Vandalism Detection and Triple Scoring. WSDM, 827–828. https://doi.org/10.1145/3018661.3022762
LibreCat | DOI | Download (ext.)
 
[3]
2016 | Conference Paper | LibreCat-ID: 137 | OA
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
LibreCat | Files available | DOI | Download (ext.)
 
[2]
2015 | Conference Paper | LibreCat-ID: 6719 | OA
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
LibreCat | Files available | DOI | Download (ext.)
 
[1]
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.
LibreCat
 
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37 Publications

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[37]
2025 | Journal Article | LibreCat-ID: 54450 | OA
Mindlin, D., Beer, F., Sieger, L. N., Heindorf, S., Cimiano, P., Esposito, E., & Ngonga Ngomo, A.-C. (2025). Beyond One-Shot Explanations: A Systematic Literature Review of Dialogue-Based XAI Approaches. Artificial Intelligence Review, 58(3), Article 81. https://doi.org/10.1007/s10462-024-11007-7
LibreCat | DOI | Download (ext.)
 
[36]
2024 | Conference Paper | LibreCat-ID: 54449 | OA
KOUAGOU, N. J., Demir, C., Zahera, H. M. A., Wilke, A., Heindorf, S., Li, J., & Ngonga Ngomo, A.-C. (2024). Universal Knowledge Graph Embeddings. Companion Proceedings of the ACM on Web Conference 2024. Companion Proceedings of the ACM on Web Conference 2024, Singapore. https://doi.org/10.1145/3589335.3651978
LibreCat | DOI | Download (ext.)
 
[35]
2024 | Preprint | LibreCat-ID: 54448 | OA
Köhler, D., & Heindorf, S. (2024). Utilizing Description Logics for Global Explanations of Heterogeneous  Graph Neural Networks. In arXiv:2405.12654.
LibreCat | Download (ext.) | arXiv
 
[34]
2024 | Conference Paper | LibreCat-ID: 52231 | OA
Blübaum, L., & Heindorf, S. (n.d.). Causal Question Answering with Reinforcement Learning. The World Wide Web Conference (WWW), 2204–2215. https://doi.org/10.1145/3589334.3645610
LibreCat | DOI | Download (ext.)
 
[33]
2024 | Conference Paper | LibreCat-ID: 56213 | OA
Sapkota, R., Köhler, D., & Heindorf, S. (2024). EDGE: Evaluation Framework for Logical vs. Subgraph Explanations for Node Classifiers on Knowledge Graphs. Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM ’24),. 33rd ACM International Conference on Information and Knowledge Management, Boise, Idaho, USA. https://doi.org/10.1145/3627673.3679904
LibreCat | DOI | Download (ext.)
 
[32]
2024 | Book Chapter | LibreCat-ID: 56214
Li, J., Satheesh, S., Heindorf, S., Moussallem, D., Speck, R., & Ngonga Ngomo, A.-C. (2024). AutoCL: AutoML for Concept Learning. In Communications in Computer and Information Science. The 2nd World Conference on eXplainable Artificial Intelligence, Malta, Valletta. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-63787-2_7
LibreCat | DOI
 
[31]
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.
LibreCat
 
[30]
2023 | Journal Article | LibreCat-ID: 46248 | OA
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.
LibreCat | Files available
 
[29]
2023 | Book Chapter | LibreCat-ID: 47421 | OA
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
LibreCat | Files available | DOI | Download (ext.)
 
[28]
2023 | Preprint | LibreCat-ID: 37937 | OA
Sieger, L. N., Heindorf, S., Blübaum, L., & Ngonga Ngomo, A.-C. (2023). Explaining ELH Concept Descriptions through Counterfactual Reasoning. In arXiv:2301.05109.
LibreCat | Download (ext.) | arXiv
 
[27]
2023 | Conference Paper | LibreCat-ID: 54612
KOUAGOU, N. J., Heindorf, S., Demir, C., & Ngonga Ngomo, A.-C. (2023). Neural Class Expression Synthesis (Extended Abstract). NeSy 2023, 17th International Workshop on Neural-Symbolic Learning and Reasoning, Certosa Di Pontignano, Siena, Italy.
LibreCat
 
[26]
2023 | Conference Paper | LibreCat-ID: 33734 | OA
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
LibreCat | DOI | Download (ext.)
 
[25]
2023 | Conference Paper | LibreCat-ID: 46575 | OA
Baci, A., & Heindorf, S. (2023). Accelerating Concept Learning via Sampling. CIKM, 3733–3737. https://doi.org/10.1145/3583780.3615158
LibreCat | Files available | DOI
 
[24]
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
LibreCat | Files available | DOI
 
[23]
2022 | Book Chapter | LibreCat-ID: 33740 | OA
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
LibreCat | Files available | DOI | Download (ext.)
 
[22]
2022 | Conference Paper | LibreCat-ID: 29290 | OA
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. https://doi.org/10.1145/3485447.3511925
LibreCat | DOI | Download (ext.)
 
[21]
2022 | Journal Article | LibreCat-ID: 29851 | OA
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. https://doi.org/10.1038/s41597-022-01298-2
LibreCat | DOI | Download (ext.)
 
[20]
2022 | Conference Paper | LibreCat-ID: 34674 | OA
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
LibreCat | Files available | DOI | Download (ext.)
 
[19]
2022 | Book Chapter | LibreCat-ID: 33738 | OA
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
LibreCat | DOI | Download (ext.)
 
[18]
2022 | Conference Paper | LibreCat-ID: 33739 | OA
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.
LibreCat | Download (ext.)
 
[17]
2021 | Book Chapter | LibreCat-ID: 29292 | OA
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
LibreCat | Files available | DOI | Download (ext.)
 
[16]
2021 | Conference Paper | LibreCat-ID: 29287 | OA
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.
LibreCat | Download (ext.) | arXiv
 
[15]
2021 | Conference Paper | LibreCat-ID: 29294 | OA
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
LibreCat | DOI | Download (ext.)
 
[14]
2021 | Patent | LibreCat-ID: 33733 | OA
Heindorf, S. (2021). Automatically generating instructions from tutorials for search and user navigation.
LibreCat | Download (ext.)
 
[13]
2021 | Conference Paper | LibreCat-ID: 29291 | OA
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
LibreCat | Files available | DOI | Download (ext.)
 
[12]
2020 | Conference Paper | LibreCat-ID: 20141 | OA
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
LibreCat | DOI | Download (ext.)
 
[11]
2019 | Conference Paper | LibreCat-ID: 7668 | OA
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
LibreCat | Files available | DOI | Download (ext.)
 
[10]
2019 | Dissertation | LibreCat-ID: 15333
Heindorf, S. (2019). Vandalism Detection in Crowdsourced Knowledge Bases. Universität Paderborn.
LibreCat | Files available
 
[9]
2019 | Conference Paper | LibreCat-ID: 14568 | OA
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
LibreCat | DOI | Download (ext.)
 
[8]
2018 | Conference Paper | LibreCat-ID: 5831 | OA
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
LibreCat | DOI | Download (ext.)
 
[7]
2017 | Conference Paper | LibreCat-ID: 5829 | OA
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
LibreCat | DOI | Download (ext.)
 
[6]
2017 | Conference Paper | LibreCat-ID: 6722 | OA
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.
LibreCat | Download (ext.)
 
[5]
2017 | Preprint | LibreCat-ID: 33732
Potthast, M., Heindorf, S., & Bast, H. (2017). Proceedings of the WSDM Cup 2017: Vandalism Detection and Triple Scoring. In arXiv:1712.09528.
LibreCat | arXiv
 
[4]
2017 | Conference Paper | LibreCat-ID: 6721 | OA
Heindorf, S., Potthast, M., Bast, H., Buchhold, B., & Haussmann, E. (2017). WSDM Cup 2017: Vandalism Detection and Triple Scoring. WSDM, 827–828. https://doi.org/10.1145/3018661.3022762
LibreCat | DOI | Download (ext.)
 
[3]
2016 | Conference Paper | LibreCat-ID: 137 | OA
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
LibreCat | Files available | DOI | Download (ext.)
 
[2]
2015 | Conference Paper | LibreCat-ID: 6719 | OA
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
LibreCat | Files available | DOI | Download (ext.)
 
[1]
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.
LibreCat
 
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