Stefan Heindorf

Philipp Cimiano

Artif. Intell. Rev., March, 2025

2024

Utilizing Description Logics for Global Explanations of Heterogeneous Graph Neural Networks.

[BibT_eX]

[DOI]

Dominik Köhler

CoRR, 2024

AutoCL: AutoML for Concept Learning.

[BibT_eX]

[DOI]

Proceedings of the Explainable Artificial Intelligence, 2024

Universal Knowledge Graph Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Causal Question Answering with Reinforcement Learning.

[BibT_eX]

[DOI]

Lukas Blübaum

Proceedings of the ACM on Web Conference 2024, 2024

ROCES: Robust Class Expression Synthesis in Description Logics via Iterative Sampling.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

EDGE: Evaluation Framework for Logical vs. Subgraph Explanations for Node Classifiers on Knowledge Graphs.

[BibT_eX]

[DOI]

Rupesh Sapkota

Dominik Köhler

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Class Expression Learning with Multiple Representations.

[BibT_eX]

[DOI]

Proceedings of the Compendium of Neurosymbolic Artificial Intelligence, 2023

Counterfactual Explanations for Concepts in ELH.

[BibT_eX]

[DOI]

Leonie Nora Sieger

Lukas Blübaum

CoRR, 2023

Neural Class Expression Synthesis in <i>ALCHIQ(D)</i>.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

LitCQD: Multi-hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals.

[BibT_eX]

[DOI]

Michel Wiebesiek

Renzhong Lu

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Neural Class Expression Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - 20th International Conference, 2023

Accelerating Concept Learning via Sampling.

[BibT_eX]

[DOI]

Alkid Baci

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Webis Causal Question Answering 2022.

[BibT_eX]

[DOI]

Dataset, October, 2022

Webis Causal Question Answering 2022.

[BibT_eX]

[DOI]

Dataset, October, 2022

EvoLearner: Learning Description Logics with Evolutionary Algorithms.

[BibT_eX]

[DOI]

Varun Nandkumar Golani

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

User Involvement in Training Smart Home Agents: Increasing Perceived Control and Understanding.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Human-Agent Interaction, 2022

AI-Based Assistance System for Manufacturing.

[BibT_eX]

[DOI]

Gudrun Tschirner-Vinke

Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

Tab2Onto: Unsupervised Semantification with Knowledge Graph Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

Learning Concept Lengths Accelerates Concept Learning in ALC.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web - 19th International Conference, 2022

CausalQA: A Benchmark for Causal Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

CovidPubGraph: A FAIR Knowledge Graph of COVID-19 Publications.

[BibT_eX]

[DOI]

Dataset, March, 2021

Prediction of concept lengths for fast concept learning in description logics.

[BibT_eX]

[DOI]

CoRR, 2021

Generating Physically Sound Training Data for Image Recognition of Additively Manufactured Parts.

[BibT_eX]

[DOI]

Tobias Nickchen

Gregor Engels

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

ASSET: A Semi-supervised Approach for Entity Typing in Knowledge Graphs.

[BibT_eX]

[DOI]

Hamada M. Zahera

Proceedings of the K-CAP '21: Knowledge Capture Conference, 2021

Drift Detection in Text Data with Document Embeddings.

[BibT_eX]

[DOI]

Robert Feldhans

Adrian Wilke

Mohammad Hossein Shaker

Barbara Hammer

Eyke Hüllermeier

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2021, 2021

Convolutional Hypercomplex Embeddings for Link Prediction.

[BibT_eX]

[DOI]

Diego Moussallem

Proceedings of the Asian Conference on Machine Learning, 2021

2020

CauseNet: Towards a Causality Graph Extracted from the Web.

[BibT_eX]

[DOI]

Yan Scholten

Henning Wachsmuth

Martin Potthast

Dataset, October, 2020

CauseNet: Towards a Causality Graph Extracted from the Web.

[BibT_eX]

[DOI]

Yan Scholten

Henning Wachsmuth

Martin Potthast

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Vandalism detection in crowdsourced knowledge bases.

[BibT_eX]

[DOI]

PhD thesis, 2019

Debiasing Vandalism Detection Models at Wikidata.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

2017

Proceedings of the WSDM Cup 2017: Vandalism Detection and Triple Scoring.

[BibT_eX]

[DOI]

Martin Potthast

Hannah Bast

CoRR, 2017

Overview of the Wikidata Vandalism Detection Task at WSDM Cup 2017.

[BibT_eX]

[DOI]

CoRR, 2017

WSDM Cup 2017: Vandalism Detection and Triple Scoring.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Linking Services to Websites by Leveraging Semantic Data.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Web Services, 2017

Semantic Data Mediator: Linking Services to Websites.

[BibT_eX]

[DOI]

Proceedings of the Service-Oriented Computing - ICSOC 2017 Workshops, 2017

2016

Wikidata Vandalism Corpus 2016 (WDVC-16).

[BibT_eX]

[DOI]

Dataset, September, 2016

Vandalism Detection in Wikidata.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Wikidata Vandalism Corpus 2015 (WDVC-15).

[BibT_eX]

[DOI]

Dataset, August, 2015

Towards Vandalism Detection in Knowledge Bases: Corpus Construction and Analysis.

[BibT_eX]

[DOI]

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

2012

Optimized XPath evaluation for Schema-compressed XML data.

[BibT_eX]

[DOI]

Stefan Böttcher

Rita Hartel