30 Publications

Mark all

[30]
2023 | Conference Paper | LibreCat-ID: 33734 | OA
KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Neural Class Expression Synthesis. In: Pesquita C, Jimenez-Ruiz E, McCusker J, et al., eds. The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023). Vol 13870. Springer International Publishing; 2023:209-226. doi:https://doi.org/10.1007/978-3-031-33455-9_13
LibreCat | DOI | Download (ext.)
 
[29]
2023 | Preprint | LibreCat-ID: 37937
Sieger LN, Heindorf S, Blübaum L, Ngonga Ngomo A-C. Counterfactual Explanations for Concepts in ELH. arXiv:230105109. Published online 2023.
LibreCat | Download (ext.) | arXiv
 
[28]
2023 | Conference Paper | LibreCat-ID: 46575 | OA
Baci A, Heindorf S. Accelerating Concept Learning via Sampling. In: CIKM. ; 2023.
LibreCat | Files available
 
[27]
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
LibreCat | DOI
 
[26]
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
 
[25]
2023 | Journal Article | LibreCat-ID: 46248 | OA
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.
LibreCat | Files available
 
[24]
2022 | Book Chapter | LibreCat-ID: 33740 | OA
KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Learning Concept Lengths Accelerates Concept Learning in ALC. In: The Semantic Web. Springer International Publishing; 2022. doi:10.1007/978-3-031-06981-9_14
LibreCat | Files available | DOI | Download (ext.)
 
[23]
2022 | Conference Paper | LibreCat-ID: 29290 | OA
Heindorf S, Blübaum L, Düsterhus N, et al. EvoLearner: Learning Description Logics with Evolutionary Algorithms. In: WWW. ACM; 2022:818-828.
LibreCat | Download (ext.)
 
[22]
2022 | Conference Paper | LibreCat-ID: 34674
Sieger LN, Hermann J, Schomäcker A, et al. User Involvement in Training Smart Home Agents. In: International Conference on Human-Agent Interaction. ACM; 2022. doi:10.1145/3527188.3561914
LibreCat | DOI | Download (ext.)
 
[21]
2022 | Book Chapter | LibreCat-ID: 33738 | OA
Zahera HMA, Heindorf S, Balke S, et al. Tab2Onto: Unsupervised Semantification with Knowledge Graph Embeddings. In: The Semantic Web: ESWC 2022 Satellite Events. Springer International Publishing; 2022. doi:10.1007/978-3-031-11609-4_9
LibreCat | DOI | Download (ext.)
 
[20]
2022 | Conference Paper | LibreCat-ID: 33739 | OA
Bondarenko A, Wolska M, Heindorf S, et al. CausalQA: A Benchmark for Causal Question Answering. In: Proceedings of the 29th International Conference on Computational Linguistics. International Committee on Computational Linguistics; 2022:3296–3308.
LibreCat | Download (ext.)
 
[19]
2022 | Journal Article | LibreCat-ID: 29851 | OA
Pestryakova S, Vollmers D, Sherif M, et al. CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications. Scientific Data. Published online 2022.
LibreCat | Download (ext.)
 
[18]
2022 | Conference Paper | LibreCat-ID: 33957
Deppe S, Brandt L, Brünninghaus M, Papenkordt J, Heindorf S, Tschirner-Vinke G. AI-Based Assistance System for Manufacturing. Published online 2022. doi:10.1109/ETFA52439.2022.9921520
LibreCat | Files available | DOI
 
[17]
2021 | Conference Paper | LibreCat-ID: 29291 | OA
Zahera HMA, Heindorf S, Ngonga Ngomo A-C. ASSET: A Semi-supervised Approach for Entity Typing in Knowledge Graphs. In: Proceedings of the 11th on Knowledge Capture Conference. ACM; 2021. doi:10.1145/3460210.3493563
LibreCat | DOI | Download (ext.)
 
[16]
2021 | Book Chapter | LibreCat-ID: 29292 | OA
Feldhans R, Wilke A, Heindorf S, et al. Drift Detection in Text Data with Document Embeddings. In: Intelligent Data Engineering and Automated Learning – IDEAL 2021. Springer International Publishing; 2021. doi:10.1007/978-3-030-91608-4_11
LibreCat | Files available | DOI | Download (ext.)
 
[15]
2021 | Conference Paper | LibreCat-ID: 29287 | OA
Demir C, Moussallem D, Heindorf S, Ngonga Ngomo A-C. Convolutional Hypercomplex Embeddings for Link Prediction. In: The 13th Asian Conference on Machine Learning, ACML 2021. ; 2021.
LibreCat | Download (ext.) | arXiv
 
[14]
2021 | Conference Paper | LibreCat-ID: 29294 | OA
Nickchen T, Heindorf S, Engels G. Generating Physically Sound Training Data for Image Recognition of Additively Manufactured Parts. In: 2021 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE; 2021. doi:10.1109/wacv48630.2021.00204
LibreCat | DOI | Download (ext.)
 
[13]
2021 | Patent | LibreCat-ID: 33733 | OA
Heindorf S. Automatically generating instructions from tutorials for search and user navigation. Published online 2021.
LibreCat | Download (ext.)
 
[12]
2020 | Conference Paper | LibreCat-ID: 20141 | OA
Heindorf S, Scholten Y, Wachsmuth H, Ngonga Ngomo A-C, Potthast M. CauseNet: Towards a Causality Graph Extracted from the Web. In: Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM 2020). ; 2020:3023-3030. doi:10.1145/3340531.3412763
LibreCat | DOI | Download (ext.)
 
[11]
2019 | Conference Paper | LibreCat-ID: 7668 | OA
Heindorf S, Scholten Y, Engels G, Potthast M. Debiasing Vandalism Detection Models at Wikidata. In: WWW. ACM; 2019:670-680. doi:10.1145/3308558.3313507
LibreCat | Files available | DOI | Download (ext.)
 
[10]
2019 | Dissertation | LibreCat-ID: 15333
Heindorf S. Vandalism Detection in Crowdsourced Knowledge Bases. Universität Paderborn; 2019.
LibreCat | Files available
 
[9]
2019 | Conference Paper | LibreCat-ID: 14568 | OA
Heindorf S, Scholten Y, Engels G, Potthast M. Debiasing Vandalism Detection Models at Wikidata (Extended Abstract). In: INFORMATIK. ; 2019:289-290. doi:10.18420/inf2019_48
LibreCat | DOI | Download (ext.)
 
[8]
2018 | Conference Paper | LibreCat-ID: 5831 | OA
Wolters D, Heindorf S, Kirchhoff J, Engels G. Semantic Data Mediator: Linking Services to Websites. In: Braubach L, Murillo JM, Kaviani N, et al., eds. Service-Oriented Computing -- ICSOC 2017 Workshops. Springer International Publishing; 2018:388-392. doi:10.1007/978-3-319-91764-1_36
LibreCat | DOI | Download (ext.)
 
[7]
2017 | Conference Paper | LibreCat-ID: 6721 | OA
Heindorf S, Potthast M, Bast H, Buchhold B, Haussmann E. WSDM Cup 2017: Vandalism Detection and Triple Scoring. In: WSDM. ACM; 2017:827-828.
LibreCat | Download (ext.)
 
[6]
2017 | Conference Paper | LibreCat-ID: 5829 | OA
Wolters D, Heindorf S, Kirchhoff J, Engels G. Linking Services to Websites by Leveraging Semantic Data. In: Altintas I, Chen S, eds. 2017 IEEE International Conference on Web Services (ICWS). IEEE; 2017. doi:10.1109/icws.2017.80
LibreCat | DOI | Download (ext.)
 
[5]
2017 | Conference Paper | LibreCat-ID: 6722 | OA
Heindorf S, Potthast M, Engels G, Stein B. Overview of the Wikidata Vandalism Detection Task at WSDM Cup 2017. In: WSDM Cup 2017 Notebook Papers. ; 2017.
LibreCat | Download (ext.)
 
[4]
2017 | Preprint | LibreCat-ID: 33732
Potthast M, Heindorf S, Bast H. Proceedings of the WSDM Cup 2017: Vandalism Detection and Triple Scoring. arXiv:171209528. Published online 2017.
LibreCat | arXiv
 
[3]
2016 | Conference Paper | LibreCat-ID: 137 | OA
Heindorf S, Potthast M, Stein B, Engels G. Vandalism Detection in Wikidata. In: Proceedings of the 25th International Conference on Information and Knowledge Management (CIKM 2016). ; 2016:327--336. doi: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. Towards Vandalism Detection in Knowledge Bases. In: SIGIR. ACM; 2015:831-834. doi:10.1145/2766462.2767804
LibreCat | Files available | DOI | Download (ext.)
 
[1]
2012 | Conference Paper | LibreCat-ID: 6720
Böttcher S, Hartel R, Heindorf S. Optimized XPath evaluation for Schema-compressed XML data. In: ADC. Vol 124. {CRPIT}. Australian Computer Society; 2012:137-144.
LibreCat
 

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30 Publications

Mark all

[30]
2023 | Conference Paper | LibreCat-ID: 33734 | OA
KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Neural Class Expression Synthesis. In: Pesquita C, Jimenez-Ruiz E, McCusker J, et al., eds. The Semantic Web - 20th Extended Semantic Web Conference (ESWC 2023). Vol 13870. Springer International Publishing; 2023:209-226. doi:https://doi.org/10.1007/978-3-031-33455-9_13
LibreCat | DOI | Download (ext.)
 
[29]
2023 | Preprint | LibreCat-ID: 37937
Sieger LN, Heindorf S, Blübaum L, Ngonga Ngomo A-C. Counterfactual Explanations for Concepts in ELH. arXiv:230105109. Published online 2023.
LibreCat | Download (ext.) | arXiv
 
[28]
2023 | Conference Paper | LibreCat-ID: 46575 | OA
Baci A, Heindorf S. Accelerating Concept Learning via Sampling. In: CIKM. ; 2023.
LibreCat | Files available
 
[27]
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
LibreCat | DOI
 
[26]
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
 
[25]
2023 | Journal Article | LibreCat-ID: 46248 | OA
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.
LibreCat | Files available
 
[24]
2022 | Book Chapter | LibreCat-ID: 33740 | OA
KOUAGOU NJ, Heindorf S, Demir C, Ngonga Ngomo A-C. Learning Concept Lengths Accelerates Concept Learning in ALC. In: The Semantic Web. Springer International Publishing; 2022. doi:10.1007/978-3-031-06981-9_14
LibreCat | Files available | DOI | Download (ext.)
 
[23]
2022 | Conference Paper | LibreCat-ID: 29290 | OA
Heindorf S, Blübaum L, Düsterhus N, et al. EvoLearner: Learning Description Logics with Evolutionary Algorithms. In: WWW. ACM; 2022:818-828.
LibreCat | Download (ext.)
 
[22]
2022 | Conference Paper | LibreCat-ID: 34674
Sieger LN, Hermann J, Schomäcker A, et al. User Involvement in Training Smart Home Agents. In: International Conference on Human-Agent Interaction. ACM; 2022. doi:10.1145/3527188.3561914
LibreCat | DOI | Download (ext.)
 
[21]
2022 | Book Chapter | LibreCat-ID: 33738 | OA
Zahera HMA, Heindorf S, Balke S, et al. Tab2Onto: Unsupervised Semantification with Knowledge Graph Embeddings. In: The Semantic Web: ESWC 2022 Satellite Events. Springer International Publishing; 2022. doi:10.1007/978-3-031-11609-4_9
LibreCat | DOI | Download (ext.)
 
[20]
2022 | Conference Paper | LibreCat-ID: 33739 | OA
Bondarenko A, Wolska M, Heindorf S, et al. CausalQA: A Benchmark for Causal Question Answering. In: Proceedings of the 29th International Conference on Computational Linguistics. International Committee on Computational Linguistics; 2022:3296–3308.
LibreCat | Download (ext.)
 
[19]
2022 | Journal Article | LibreCat-ID: 29851 | OA
Pestryakova S, Vollmers D, Sherif M, et al. CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications. Scientific Data. Published online 2022.
LibreCat | Download (ext.)
 
[18]
2022 | Conference Paper | LibreCat-ID: 33957
Deppe S, Brandt L, Brünninghaus M, Papenkordt J, Heindorf S, Tschirner-Vinke G. AI-Based Assistance System for Manufacturing. Published online 2022. doi:10.1109/ETFA52439.2022.9921520
LibreCat | Files available | DOI
 
[17]
2021 | Conference Paper | LibreCat-ID: 29291 | OA
Zahera HMA, Heindorf S, Ngonga Ngomo A-C. ASSET: A Semi-supervised Approach for Entity Typing in Knowledge Graphs. In: Proceedings of the 11th on Knowledge Capture Conference. ACM; 2021. doi:10.1145/3460210.3493563
LibreCat | DOI | Download (ext.)
 
[16]
2021 | Book Chapter | LibreCat-ID: 29292 | OA
Feldhans R, Wilke A, Heindorf S, et al. Drift Detection in Text Data with Document Embeddings. In: Intelligent Data Engineering and Automated Learning – IDEAL 2021. Springer International Publishing; 2021. doi:10.1007/978-3-030-91608-4_11
LibreCat | Files available | DOI | Download (ext.)
 
[15]
2021 | Conference Paper | LibreCat-ID: 29287 | OA
Demir C, Moussallem D, Heindorf S, Ngonga Ngomo A-C. Convolutional Hypercomplex Embeddings for Link Prediction. In: The 13th Asian Conference on Machine Learning, ACML 2021. ; 2021.
LibreCat | Download (ext.) | arXiv
 
[14]
2021 | Conference Paper | LibreCat-ID: 29294 | OA
Nickchen T, Heindorf S, Engels G. Generating Physically Sound Training Data for Image Recognition of Additively Manufactured Parts. In: 2021 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE; 2021. doi:10.1109/wacv48630.2021.00204
LibreCat | DOI | Download (ext.)
 
[13]
2021 | Patent | LibreCat-ID: 33733 | OA
Heindorf S. Automatically generating instructions from tutorials for search and user navigation. Published online 2021.
LibreCat | Download (ext.)
 
[12]
2020 | Conference Paper | LibreCat-ID: 20141 | OA
Heindorf S, Scholten Y, Wachsmuth H, Ngonga Ngomo A-C, Potthast M. CauseNet: Towards a Causality Graph Extracted from the Web. In: Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM 2020). ; 2020:3023-3030. doi:10.1145/3340531.3412763
LibreCat | DOI | Download (ext.)
 
[11]
2019 | Conference Paper | LibreCat-ID: 7668 | OA
Heindorf S, Scholten Y, Engels G, Potthast M. Debiasing Vandalism Detection Models at Wikidata. In: WWW. ACM; 2019:670-680. doi:10.1145/3308558.3313507
LibreCat | Files available | DOI | Download (ext.)
 
[10]
2019 | Dissertation | LibreCat-ID: 15333
Heindorf S. Vandalism Detection in Crowdsourced Knowledge Bases. Universität Paderborn; 2019.
LibreCat | Files available
 
[9]
2019 | Conference Paper | LibreCat-ID: 14568 | OA
Heindorf S, Scholten Y, Engels G, Potthast M. Debiasing Vandalism Detection Models at Wikidata (Extended Abstract). In: INFORMATIK. ; 2019:289-290. doi:10.18420/inf2019_48
LibreCat | DOI | Download (ext.)
 
[8]
2018 | Conference Paper | LibreCat-ID: 5831 | OA
Wolters D, Heindorf S, Kirchhoff J, Engels G. Semantic Data Mediator: Linking Services to Websites. In: Braubach L, Murillo JM, Kaviani N, et al., eds. Service-Oriented Computing -- ICSOC 2017 Workshops. Springer International Publishing; 2018:388-392. doi:10.1007/978-3-319-91764-1_36
LibreCat | DOI | Download (ext.)
 
[7]
2017 | Conference Paper | LibreCat-ID: 6721 | OA
Heindorf S, Potthast M, Bast H, Buchhold B, Haussmann E. WSDM Cup 2017: Vandalism Detection and Triple Scoring. In: WSDM. ACM; 2017:827-828.
LibreCat | Download (ext.)
 
[6]
2017 | Conference Paper | LibreCat-ID: 5829 | OA
Wolters D, Heindorf S, Kirchhoff J, Engels G. Linking Services to Websites by Leveraging Semantic Data. In: Altintas I, Chen S, eds. 2017 IEEE International Conference on Web Services (ICWS). IEEE; 2017. doi:10.1109/icws.2017.80
LibreCat | DOI | Download (ext.)
 
[5]
2017 | Conference Paper | LibreCat-ID: 6722 | OA
Heindorf S, Potthast M, Engels G, Stein B. Overview of the Wikidata Vandalism Detection Task at WSDM Cup 2017. In: WSDM Cup 2017 Notebook Papers. ; 2017.
LibreCat | Download (ext.)
 
[4]
2017 | Preprint | LibreCat-ID: 33732
Potthast M, Heindorf S, Bast H. Proceedings of the WSDM Cup 2017: Vandalism Detection and Triple Scoring. arXiv:171209528. Published online 2017.
LibreCat | arXiv
 
[3]
2016 | Conference Paper | LibreCat-ID: 137 | OA
Heindorf S, Potthast M, Stein B, Engels G. Vandalism Detection in Wikidata. In: Proceedings of the 25th International Conference on Information and Knowledge Management (CIKM 2016). ; 2016:327--336. doi: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. Towards Vandalism Detection in Knowledge Bases. In: SIGIR. ACM; 2015:831-834. doi:10.1145/2766462.2767804
LibreCat | Files available | DOI | Download (ext.)
 
[1]
2012 | Conference Paper | LibreCat-ID: 6720
Böttcher S, Hartel R, Heindorf S. Optimized XPath evaluation for Schema-compressed XML data. In: ADC. Vol 124. {CRPIT}. Australian Computer Society; 2012:137-144.
LibreCat
 

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