Imbalance Reduction Techniques Applied to ECG Classification Problem. - Jedrzej Kozal; Pawel Ksieniewicz (IDEAL (2), 2019)

Feature Integration Strategies for Multilingual Fake News Classification. - Jedrzej Kozal; Michal Les; Pawel Zyblewski; Pawel Ksieniewicz; Michal Wozniak 001 (IEEE Big Data, 2022)

Lifelong Learning Natural Language Processing Approach for Multilingual Data Classification. - Jedrzej Kozal; Michal Les; Pawel Zyblewski; Pawel Ksieniewicz; Michal Wozniak 001 (CoRR, 2022)

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

Combining Self-labeling with Selective Sampling. - Jedrzej Kozal; Michal Wozniak 001 (ICDM (Workshops), 2023)

Defending Network IDS against Adversarial Examples with Continual Learning. - Jedrzej Kozal; Justyna Zwolinska; Marek Klonowski; Michal Wozniak 001 (ICDM (Workshops), 2023)

Increasing depth of neural networks for life-long learning. - Jedrzej Kozal; Michal Wozniak 001 (Inf. Fusion, 2023)

Continual Learning with Weight Interpolation. - Jedrzej Kozal; Jan Wasilewski; Bartosz Krawczyk; Michal Wozniak 001 (CVPR Workshops, 2024)

A natural gas consumption forecasting system for continual learning scenarios based on Hoeffding trees with change point detection mechanism. - Radek Svoboda; Sebastián Basterrech; Jedrzej Kozal; Jan Platos; Michal Wozniak 001 (Knowl. Based Syst., 2024)

What is the role of memorization in Continual Learning? - Jedrzej Kozal; Jan Wasilewski; Alif Ashrafee; Bartosz Krawczyk; Michal Wozniak 001 (CoRR, 2025)

Holistic Continual Learning under Concept Drift with Adaptive Memory Realignment. - Alif Ashrafee; Jedrzej Kozal; Michal Wozniak 001; Bartosz Krawczyk (CoRR, 2025)