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

Lammers K, Vaquet V, Hammer B (2025)
In: Artificial Neural Networks and Machine Learning – ICANN 2025. 34th International Conference on Artificial Neural Networks, Kaunas, Lithuania, September 9–12, 2025, Proceedings, Part I. Senn W, Sanguineti M, Saudargiene A, Tetko IV, Villa AEP, Jirsa V, Bengio Y (Eds); Lecture Notes in Computer Science. Cham: Springer Nature Switzerland: 336-348.

Realistic Benchmarks for Fair Stream Learning

Lammers K, Vaquet V, Vaquet J, Hammer B (Submitted) .

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

Vaquet V, Hinder F, Vaquet J, Lammers K, Quakernack L, Hammer B (2024)
In: 2024 International Joint Conference on Neural Networks (IJCNN). IEEE: 1-8.