Franz Krause – PhD Researcher

B6, 26, Room B 0.02

franz.krause (at) uni-mannheim.de

linkedin.com/in/franzkrause

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