Franz Krause
Researcher
B6, 26, Room B 0.02
Phone:+49 (0) 621 / 181–2572
franz.krause (at) uni-mannheim.de
Consultation hours by appointment
Areas of research and interest
- Machine Learning Applications on Linked Data
- Dynamics of Knowledge Graph Embeddings
- Explainability of AI Decisions
- Applied Graph Theory
Projects
teaming.ai - Human-AI Teaming Platform for Maintaining and Evolving AI Systems in Manufacturing
Publications
| 2022 | F. Krause Dynamic Knowledge Graph Embeddings via Local Embedding Reconstructions (PREPRINT) Accepted in the Proceedings of the Extended Semantic Web Conference (ESWC'22) – to be published |
| 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 (ECML PKDD'21), Springer, Juli, 2021 |