Stefan Heindorf

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 35

Top Topics

Concept Learning

Description Logics

Drift Detection

Top Venues

Publications

Lukas Blübaum, Stefan Heindorf
Causal Question Answering with Reinforcement Learning. WWW (2024)
Dominik Köhler, Stefan Heindorf
Utilizing Description Logics for Global Explanations of Heterogeneous Graph Neural Networks. CoRR (2024)
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)
Lukas Blübaum, Stefan Heindorf
Causal Question Answering with Reinforcement Learning. CoRR (2023)
N'Dah Jean Kouagou, Caglar Demir, Hamada M. Zahera, Adrian Wilke, Stefan Heindorf, Jiayi Li, Axel-Cyrille Ngonga Ngomo
Universal Knowledge Graph Embeddings. CoRR (2023)
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)
Alkid Baci, Stefan Heindorf
Accelerating Concept Learning via Sampling. CIKM (2023)
N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo
Neural Class Expression Synthesis. ESWC (2023)
Leonie Nora Sieger, Stefan Heindorf, Lukas Blübaum, Axel-Cyrille Ngonga Ngomo
Counterfactual Explanations for Concepts in ELH. CoRR (2023)
N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo
Neural Class Expression Synthesis. NeSy (2023)
N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo
. ECML/PKDD (4) (2023)
Caglar Demir, Michel Wiebesiek, Renzhong Lu, Axel-Cyrille Ngonga Ngomo, Stefan Heindorf
LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals. CoRR (2023)
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)
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)
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)
Sahar Deppe, Lukas Brandt, Marc Brünninghaus, Jörg Papenkordt, Stefan Heindorf, Gudrun Tschirner-Vinke
AI-Based Assistance System for Manufacturing. ETFA (2022)
N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo
Learning Concept Lengths Accelerates Concept Learning in ALC. ESWC (2022)
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)
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 (2021)
Caglar Demir, Diego Moussallem, Stefan Heindorf, Axel-Cyrille Ngonga Ngomo
Convolutional Hypercomplex Embeddings for Link Prediction. CoRR (2021)
N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo
Prediction of concept lengths for fast concept learning in description logics. CoRR (2021)
Tobias Nickchen, Stefan Heindorf, Gregor Engels
Generating Physically Sound Training Data for Image Recognition of Additively Manufactured Parts. WACV (2021)
Caglar Demir, Diego Moussallem, Stefan Heindorf, Axel-Cyrille Ngonga Ngomo
Convolutional Hypercomplex Embeddings for Link Prediction. ACML (2021)
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)
N'Dah Jean Kouagou, Stefan Heindorf, Caglar Demir, Axel-Cyrille Ngonga Ngomo
Neural Class Expression Synthesis. CoRR (2021)
Hamada M. Zahera, Stefan Heindorf, Axel-Cyrille Ngonga Ngomo
ASSET: A Semi-supervised Approach for Entity Typing in Knowledge Graphs. K-CAP (2021)
Stefan Heindorf, Yan Scholten, Henning Wachsmuth, Axel-Cyrille Ngonga Ngomo, Martin Potthast
CauseNet: Towards a Causality Graph Extracted from the Web. CIKM (2020)
Stefan Heindorf, Yan Scholten, Gregor Engels, Martin Potthast
Debiasing Vandalism Detection Models at Wikidata. WWW (2019)
Stefan Heindorf, Yan Scholten, Gregor Engels, Martin Potthast
Debiasing Vandalism Detection Models at Wikidata. GI-Jahrestagung (2019)
Dennis Wolters, Stefan Heindorf, Jonas Kirchhoff, Gregor Engels
Semantic Data Mediator: Linking Services to Websites. ICSOC Workshops (2017)
Dennis Wolters, Stefan Heindorf, Jonas Kirchhoff, Gregor Engels
Linking Services to Websites by Leveraging Semantic Data. ICWS (2017)
Martin Potthast, Stefan Heindorf, Hannah Bast
Proceedings of the WSDM Cup 2017: Vandalism Detection and Triple Scoring. CoRR (2017)
Stefan Heindorf, Martin Potthast, Hannah Bast, Björn Buchhold, Elmar Haussmann
WSDM Cup 2017: Vandalism Detection and Triple Scoring. WSDM (2017)
Stefan Heindorf, Martin Potthast, Gregor Engels, Benno Stein
Overview of the Wikidata Vandalism Detection Task at WSDM Cup 2017. CoRR (2017)
Stefan Heindorf, Martin Potthast, Benno Stein, Gregor Engels
Vandalism Detection in Wikidata. CIKM (2016)
Stefan Heindorf, Martin Potthast, Benno Stein, Gregor Engels
Towards Vandalism Detection in Knowledge Bases: Corpus Construction and Analysis. SIGIR (2015)
Stefan Böttcher, Rita Hartel, Stefan Heindorf
Optimized XPath evaluation for Schema-compressed XML data. ADC (2012)