Application of Imbalanced Data Classification Quality Metrics as Weighting Methods of the Ensemble Data Stream Classification Algorithms. - Weronika Wegier; Pawel Ksieniewicz (Entropy, 2020)

Multicriteria Classifier Ensemble Learning for Imbalanced Data. - Weronika Wegier; Michal Koziarski; Michal Wozniak 001 (IEEE Access, 2022)

Long-term prediction of multiple types of time-varying network traffic using chunk-based ensemble learning. - Aleksandra Knapinska; Piotr Lechowicz; Weronika Wegier; Krzysztof Walkowiak (Appl. Soft Comput., 2022)

Optimized hybrid imbalanced data sampling for decision tree training. - Weronika Wegier; Michal Koziarski; Michal Wozniak 001 (GECCO Companion, 2023)

Changing Lineup Classifier Ensemble for Drifting Imbalanced Data Streams. - Weronika Wegier; Maciej Maczynski; Michal Wozniak 001 (ICDM (Workshops), 2024)