Employing dropout regularization to classify recurring drifted data streams. - Filip Guzy; Michal Wozniak 001 (IJCNN, 2020)

Evaluating and Explaining Generative Adversarial Networks for Continual Learning under Concept Drift. - Filip Guzy; Michal Wozniak 001; Bartosz Krawczyk (ICDM (Workshops), 2021)

Employing chunk size adaptation to overcome concept drift. - Jedrzej Kozal; Filip Guzy; Michal Wozniak 001 (J. Univers. Comput. Sci., 2022)