Jedrzej Kozal - RankMe

17 papers B 1Journal 12Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Holistic Continual Learning under Concept Drift with Adaptive Memory Realignment. Trans. Mach. Learn. Res. Alif Ashrafee, Jedrzej Kozal, Michal Wozniak, Bartosz Krawczyk
2025	J	`jnl`	Holistic Continual Learning under Concept Drift with Adaptive Memory Realignment. CoRR Alif Ashrafee, Jedrzej Kozal, Michal Wozniak, Bartosz Krawczyk
2025	J	`jnl`	What is the role of memorization in Continual Learning? CoRR Jedrzej Kozal, Jan Wasilewski, Alif Ashrafee, Bartosz Krawczyk, Michal Wozniak
2024	J	`jnl`	A natural gas consumption forecasting system for continual learning scenarios based on Hoeffding trees with change point detection mechanism. Knowl. Based Syst. Radek Svoboda, Sebastián Basterrech, Jedrzej Kozal, Jan Platos, Michal Wozniak
2024	—	`conf`	Continual Learning with Weight Interpolation. CVPR Workshops Jedrzej Kozal, Jan Wasilewski, Bartosz Krawczyk, Michal Wozniak
2024	J	`jnl`	Continual Learning with Weight Interpolation. CoRR Jedrzej Kozal, Jan Wasilewski, Bartosz Krawczyk, Michal Wozniak
2023	J	`jnl`	A Natural Gas Consumption Forecasting System for Continual Learning Scenarios based on Hoeffding Trees with Change Point Detection Mechanism. CoRR Radek Svoboda, Sebastián Basterrech, Jedrzej Kozal, Jan Platos, Michal Wozniak
2023	—	`conf`	Combining Self-labeling with Selective Sampling. ICDM (Workshops) Jedrzej Kozal, Michal Wozniak
2023	J	`jnl`	Combining Self-labeling with Selective Sampling. CoRR Jedrzej Kozal, Michal Wozniak
2023	—	`conf`	Defending Network IDS against Adversarial Examples with Continual Learning. ICDM (Workshops) Jedrzej Kozal, Justyna Zwolinska, Marek Klonowski, Michal Wozniak
2023	J	`jnl`	Increasing depth of neural networks for life-long learning. Inf. Fusion Jedrzej Kozal, Michal Wozniak
2022	J	`jnl`	Employing chunk size adaptation to overcome concept drift. J. Univers. Comput. Sci. Jedrzej Kozal, Filip Guzy, Michal Wozniak
2022	B	`conf`	Feature Integration Strategies for Multilingual Fake News Classification. IEEE Big Data Jedrzej Kozal, Michal Les, Pawel Zyblewski, Pawel Ksieniewicz, Michal Wozniak
2022	J	`jnl`	Increasing Depth of Neural Networks for Life-long Learning. CoRR Jedrzej Kozal, Michal Wozniak
2022	J	`jnl`	Lifelong Learning Natural Language Processing Approach for Multilingual Data Classification. CoRR Jedrzej Kozal, Michal Les, Pawel Zyblewski, Pawel Ksieniewicz, Michal Wozniak
2021	J	`jnl`	Employing chunk size adaptation to overcome concept drift. CoRR Jedrzej Kozal, Filip Guzy, Michal Wozniak
2019	—	`conf`	Imbalance Reduction Techniques Applied to ECG Classification Problem. IDEAL (2) Jedrzej Kozal, Pawel Ksieniewicz