2024
forester: A Tree-Based AutoML Tool in R.
CoRR, 2024

Deciphering AutoML Ensembles: cattleia's Assistance in Decision-Making.
CoRR, 2024

Rethinking of Encoder-based Warm-start Methods in Hyperparameter Optimization.
CoRR, 2024

Considerations on the Use of FDA Methods in Statistical Inference with Fuzzy Data.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2024

2021
Simpler is better: Lifting interpretability-performance trade-off via automated feature engineering.
Decis. Support Syst., 2021

Enabling Machine Learning Algorithms for Credit Scoring - Explainable Artificial Intelligence (XAI) methods for clear understanding complex predictive models.
CoRR, 2021