Kathrin Lammers

According to our database, Kathrin Lammers authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

Drift-Aware Evaluation of Fair Stream Learning.

Kathrin Lammers, Fabian Hinder, Barbara Hammer, Valerie Vaquet

Proceedings of the 34th European Symposium on Artificial Neural Networks, 2026

Real vs. Virtual Drift: Creating Realistic Stream Learning Benchmarks.

Fabian Hinder, Johannes Brinkrolf, Kathrin Lammers, Barbara Hammer

Proceedings of the 34th European Symposium on Artificial Neural Networks, 2026

2025

Causal Explanation of Concept Drift - A Truly Actionable Approach.

David Komnick, Kathrin Lammers, Barbara Hammer, Valerie Vaquet, Fabian Hinder

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

Continuous Fair SMOTE - Fairness-Aware Stream Learning from Imbalanced Data.

Kathrin Lammers, Valerie Vaquet, Barbara Hammer

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2025, 2025

2024

Localizing of Anomalies in Critical Infrastructure using Model-Based Drift Explanations.

Valerie Vaquet, Fabian Hinder, Jonas Vaquet, Kathrin Lammers, Lars Quakernack, Barbara Hammer

Proceedings of the International Joint Conference on Neural Networks, 2024

2023

Localization of Small Leakages in Water Distribution Networks using Concept Drift Explanation Methods.

Valerie Vaquet, Fabian Hinder, Kathrin Lammers, Jonas Vaquet, Barbara Hammer

CoRR, 2023