Marco Landt-Hayen

According to our database, Marco Landt-Hayen authored at least 6 papers between 2022 and 2023.

Collaborative distances:

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

2023

Exploring Methods of Explainable AI: Data-driven Attribution of Climate Events

Marco Landt-Hayen

PhD thesis, 2023

Fact or Artifact? Revise Layer-wise Relevance Propagation on various ANN Architectures.

Marco Landt-Hayen, Willi Rath, Martin Claus, Peer Kröger

CoRR, 2023

CICMoD - A Climate Index Collection Benchmark (Data and Resources Paper).

Marco Landt-Hayen, Willi Rath, Sebastian Wahl, Martin Claus

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023

Reconstruct Geospatial Data from Ultra Sparse Inputs to Predict Climate Events.

Marco Landt-Hayen, Peer Kröger, Willi Rath, Martin Claus

Proceedings of the 19th IEEE International Conference on e-Science, 2023

A Bottom-Up Sampling Strategy for Reconstructing Geospatial Data from Ultra Sparse Inputs.

Marco Landt-Hayen, Yannick Wölker, Willi Rath, Martin Claus

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023

2022

It's a long way! Layer-wise Relevance Propagation for Echo State Networks applied to Earth System Variability.

Marco Landt-Hayen, Peer Kröger, Martin Claus, Willi Rath

CoRR, 2022