Franz Krause – PhD Researcher
B6, 26, Room B 0.02
franz.krause (at) uni-mannheim.de
Areas of research and interest
- Machine Learning Applications on Linked Data
- Dynamics of Knowledge Graph Embeddings
- Knowledge Graphs in Industry 4.0 Applications
- Explainability of AI Predictions
- Applied Graph Theory
Projects
teaming.ai – Human-AI Teaming Platform for Maintaining and Evolving AI Systems in Manufacturing
Publications
2022 | F. Krause, T. Weller, H. Paulheim On a Generalized Framework for Time-Aware Knowledge Graphs Proceedings of the 18th International Conference on Semantic Systems 2022 (SEMANTiCS 2022) |
2022 | F. Krause Dynamic Knowledge Graph Embeddings via Local Embedding Reconstructions Proceedings of The Semantic Web: ESWC 2022 Satellite Events |
| 2021 | A. Nguyen, F. Krause, D. Hagenmayer, M. Färber Quantifying Explanations of Neural Networks in E-Commerce Based on LRP Proceedings of Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track – European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2021 (ECML PKDD'21) |
Awards
2022 | Best Paper, 18th International Conference on Semantic Systems 2022 (SEMANTiCS 2022) |
2022 | Best Presentation, International Semantic Web Summer School (ISWS) 2022 |