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ORCIDStefan Heindorf
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2020 – today
- 2024
[c29]Rupesh Sapkota, Dominik Köhler, Stefan Heindorf:
EDGE: Evaluation Framework for Logical vs. Subgraph Explanations for Node Classifiers on Knowledge Graphs. CIKM 2024: 4026-4030- [c28]N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
ROCES: Robust Class Expression Synthesis in Description Logics via Iterative Sampling. IJCAI 2024: 4335-4343 - [c27]N'Dah Jean Kouagou
, Caglar Demir, Hamada M. Zahera, Adrian Wilke, Stefan Heindorf, Jiayi Li, Axel-Cyrille Ngonga Ngomo:
Universal Knowledge Graph Embeddings. WWW (Companion Volume) 2024: 1793-1797 - [c26]Lukas Blübaum, Stefan Heindorf:
Causal Question Answering with Reinforcement Learning. WWW 2024: 2204-2215 - [c25]Jiayi Li, Sheetal Satheesh, Stefan Heindorf, Diego Moussallem, René Speck, Axel-Cyrille Ngonga Ngomo:
AutoCL: AutoML for Concept Learning. xAI (1) 2024: 117-136 - [i11]Dominik Köhler, Stefan Heindorf:
Utilizing Description Logics for Global Explanations of Heterogeneous Graph Neural Networks. CoRR abs/2405.12654 (2024) - 2023
- [c24]Alkid Baci, Stefan Heindorf:
Accelerating Concept Learning via Sampling. CIKM 2023: 3733-3737 - [c23]N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Neural Class Expression Synthesis. ESWC 2023: 209-226 - [c22]N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Neural Class Expression Synthesis. NeSy 2023: 430-431 - [c21]N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Neural Class Expression Synthesis in ALCHIQ(D). ECML/PKDD (4) 2023: 196-212 - [c20]Caglar Demir, Michel Wiebesiek, Renzhong Lu, Axel-Cyrille Ngonga Ngomo, Stefan Heindorf:
LitCQD: Multi-hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals. ECML/PKDD (3) 2023: 617-633 - [p1]Axel-Cyrille Ngonga Ngomo, Caglar Demir, N'Dah Jean Kouagou, Stefan Heindorf, Nikolaos Karalis, Alexander Bigerl:
Class Expression Learning with Multiple Representations. Compendium of Neurosymbolic Artificial Intelligence 2023: 272-286 - [i10]Leonie Nora Sieger, Stefan Heindorf, Lukas Blübaum, Axel-Cyrille Ngonga Ngomo:
Counterfactual Explanations for Concepts in ELH. CoRR abs/2301.05109 (2023) - [i9]Caglar Demir, Michel Wiebesiek, Renzhong Lu, Axel-Cyrille Ngonga Ngomo, Stefan Heindorf:
LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals. CoRR abs/2304.14742 (2023) - [i8]N'Dah Jean Kouagou, Caglar Demir, Hamada M. Zahera, Adrian Wilke, Stefan Heindorf, Jiayi Li, Axel-Cyrille Ngonga Ngomo:
Universal Knowledge Graph Embeddings. CoRR abs/2310.14899 (2023) - [i7]Lukas Blübaum, Stefan Heindorf:
Causal Question Answering with Reinforcement Learning. CoRR abs/2311.02760 (2023) - 2022
- [c19]Alexander Bondarenko, Magdalena Wolska, Stefan Heindorf, Lukas Blübaum, Axel-Cyrille Ngonga Ngomo, Benno Stein, Pavel Braslavski, Matthias Hagen, Martin Potthast:
CausalQA: A Benchmark for Causal Question Answering. COLING 2022: 3296-3308 - [c18]Hamada M. Zahera, Stefan Heindorf, Stefan Balke, Jonas Haupt, Martin Voigt, Carolin Walter, Fabian Witter, Axel-Cyrille Ngonga Ngomo:
Tab2Onto: Unsupervised Semantification with Knowledge Graph Embeddings. ESWC (Satellite Events) 2022: 47-51 - [c17]N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Learning Concept Lengths Accelerates Concept Learning in ALC. ESWC 2022: 236-252 - [c16]Sahar Deppe, Lukas Brandt, Marc Brünninghaus, Jörg Papenkordt, Stefan Heindorf, Gudrun Tschirner-Vinke:
AI-Based Assistance System for Manufacturing. ETFA 2022: 1-4 - [c15]Leonie Nora Sieger, Julia Hermann, Astrid Schomäcker, Stefan Heindorf, Christian Meske, Celine-Chiara Hey, Aysegül Dogangün:
User Involvement in Training Smart Home Agents: Increasing Perceived Control and Understanding. HAI 2022: 76-85 - [c14]Stefan Heindorf, Lukas Blübaum, Nick Düsterhus, Till Werner, Varun Nandkumar Golani, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
EvoLearner: Learning Description Logics with Evolutionary Algorithms. WWW 2022: 818-828 - [d6]Alexander Bondarenko, Magdalena Wolska, Stefan Heindorf, Lukas Blübaum, Axel-Cyrille Ngonga Ngomo, Benno Stein, Pavel Braslavski, Matthias Hagen, Martin Potthast:
Webis Causal Question Answering 2022. Version 1.0. Zenodo, 2022 [all versions]
- [d5]Alexander Bondarenko, Magdalena Wolska, Stefan Heindorf, Lukas Blübaum, Axel-Cyrille Ngonga Ngomo, Benno Stein, Pavel Braslavski, Matthias Hagen, Martin Potthast:
Webis Causal Question Answering 2022. Version 2.0. Zenodo, 2022 [all versions] - 2021
- [c13]Caglar Demir, Diego Moussallem, Stefan Heindorf, Axel-Cyrille Ngonga Ngomo:
Convolutional Hypercomplex Embeddings for Link Prediction. ACML 2021: 656-671 - [c12]Robert Feldhans, Adrian Wilke, Stefan Heindorf, Mohammad Hossein Shaker, Barbara Hammer, Axel-Cyrille Ngonga Ngomo, Eyke Hüllermeier:
Drift Detection in Text Data with Document Embeddings. IDEAL 2021: 107-118 - [c11]Hamada M. Zahera, Stefan Heindorf, Axel-Cyrille Ngonga Ngomo:
ASSET: A Semi-supervised Approach for Entity Typing in Knowledge Graphs. K-CAP 2021: 261-264 - [c10]Tobias Nickchen, Stefan Heindorf, Gregor Engels:
Generating Physically Sound Training Data for Image Recognition of Additively Manufactured Parts. WACV 2021: 1993-2001 - [d4]Pestryakova Svetlana, Stefan Heindorf, Mohamed Ahmed Sherif, Muhammad Saleem, Diego Moussallem, Daniel Vollmers, Axel-Cyrille Ngonga Ngomo:
CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications. Zenodo, 2021 - [i6]Caglar Demir, Diego Moussallem, Stefan Heindorf, Axel-Cyrille Ngonga Ngomo:
Convolutional Hypercomplex Embeddings for Link Prediction. CoRR abs/2106.15230 (2021) - [i5]N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Prediction of concept lengths for fast concept learning in description logics. CoRR abs/2107.04911 (2021) - [i4]Stefan Heindorf, Lukas Blübaum, Nick Düsterhus, Till Werner, Varun Nandkumar Golani, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
EvoLearner: Learning Description Logics with Evolutionary Algorithms. CoRR abs/2111.04879 (2021) - [i3]N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo:
Neural Class Expression Synthesis. CoRR abs/2111.08486 (2021) - 2020
- [c9]Stefan Heindorf, Yan Scholten, Henning Wachsmuth, Axel-Cyrille Ngonga Ngomo, Martin Potthast:
CauseNet: Towards a Causality Graph Extracted from the Web. CIKM 2020: 3023-3030 - [d3]Stefan Heindorf, Yan Scholten, Henning Wachsmuth, Axel-Cyrille Ngonga Ngomo, Martin Potthast:
CauseNet: Towards a Causality Graph Extracted from the Web. Zenodo, 2020
2010 – 2019
- 2019
- [b1]Stefan Heindorf:
Vandalism detection in crowdsourced knowledge bases. University of Paderborn, Germany, 2019 - [c8]Stefan Heindorf, Yan Scholten, Gregor Engels, Martin Potthast:
Debiasing Vandalism Detection Models at Wikidata. GI-Jahrestagung 2019: 289-290 - [c7]Stefan Heindorf, Yan Scholten, Gregor Engels, Martin Potthast:
Debiasing Vandalism Detection Models at Wikidata. WWW 2019: 670-680 - 2017
- [c6]Dennis Wolters, Stefan Heindorf, Jonas Kirchhoff, Gregor Engels:
Semantic Data Mediator: Linking Services to Websites. ICSOC Workshops 2017: 388-392 - [c5]Dennis Wolters, Stefan Heindorf, Jonas Kirchhoff, Gregor Engels:
Linking Services to Websites by Leveraging Semantic Data. ICWS 2017: 668-675 - [c4]Stefan Heindorf, Martin Potthast, Hannah Bast, Björn Buchhold, Elmar Haussmann:
WSDM Cup 2017: Vandalism Detection and Triple Scoring. WSDM 2017: 827-828 - [i2]Stefan Heindorf, Martin Potthast, Gregor Engels, Benno Stein:
Overview of the Wikidata Vandalism Detection Task at WSDM Cup 2017. CoRR abs/1712.05956 (2017) - [i1]Martin Potthast, Stefan Heindorf, Hannah Bast:
Proceedings of the WSDM Cup 2017: Vandalism Detection and Triple Scoring. CoRR abs/1712.09528 (2017) - 2016
- [c3]Stefan Heindorf, Martin Potthast, Benno Stein, Gregor Engels:
Vandalism Detection in Wikidata. CIKM 2016: 327-336 - [d2]Stefan Heindorf, Martin Potthast, Gregor Engels, Benno Stein:
Wikidata Vandalism Corpus 2016 (WDVC-16). Zenodo, 2016 - 2015
- [c2]Stefan Heindorf, Martin Potthast, Benno Stein, Gregor Engels:
Towards Vandalism Detection in Knowledge Bases: Corpus Construction and Analysis. SIGIR 2015: 831-834 - [d1]Stefan Heindorf, Martin Potthast, Benno Stein, Gregor Engels:
Wikidata Vandalism Corpus 2015 (WDVC-15). Zenodo, 2015 - 2012
- [c1]Stefan Böttcher, Rita Hartel, Stefan Heindorf:
Optimized XPath evaluation for Schema-compressed XML data. ADC 2012: 137-144
Coauthor Index
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last updated on 2024-11-15 20:41 CET by the dblp team
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