Christoph Düsing

According to our database, Christoph Düsing authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Integrating federated learning for improved counterfactual explanations in clinical decision support systems for sepsis therapy.

Christoph Düsing, Philipp Cimiano, Sebastian Rehberg, Christiane Scherer, Olaf Kaup, Christiane Köster, Stefan Hellmich, Daniel Herrmann, Kirsten Laura Meier, Simon Claßen, Rainer Borgstedt

Artif. Intell. Medicine, 2024

An Empirical Investigation of Users' Assessment of XAI Explanations: Identifying the Sweet Spot of Explanation Complexity and Value.

Felix Liedeker, Christoph Düsing, Marcel Nieveler, Philipp Cimiano

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

Monitoring Concept Drift in Continuous Federated Learning Platforms.

Christoph Düsing, Philipp Cimiano

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

2023

Federated Learning to Improve Counterfactual Explanations for Sepsis Treatment Prediction.

Christoph Düsing, Philipp Cimiano

Proceedings of the Artificial Intelligence in Medicine, 2023

2022

The "Black Box" of Social Commerce Platforms - A Closer Look at Users' Activities.

Elnaz Meydani, Christoph Düsing, Annamaria Fedrau, Matthias Trier

Proceedings of the WI for Grand Challenges, 2022

On the Trade-off Between Benefit and Contribution for Clients in Federated Learning in Healthcare.

Christoph Düsing, Philipp Cimiano

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

Towards a Trust-aware Item Recommendation System on a Graph Autoencoder with Attention Mechanism.

Elnaz Meydani, Christoph Düsing, Matthias Trier

Proceedings of the Innovation durch Informationssysteme, 2021