Jedrzej Kozal

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Selective Sampling

Lifelong Learning

Top Venues

ICDM (Workshops)

J. Univers. Comput. Sci.

Publications

Jedrzej Kozal, Jan Wasilewski, Bartosz Krawczyk, Michal Wozniak
Continual Learning with Weight Interpolation. CoRR (2024)
Jedrzej Kozal, Michal Wozniak
Combining Self-labeling with Selective Sampling. CoRR (2023)
Radek Svoboda, Sebastián Basterrech, Jedrzej Kozal, Jan Platos, Michal Wozniak
A Natural Gas Consumption Forecasting System for Continual Learning Scenarios based on Hoeffding Trees with Change Point Detection Mechanism. CoRR (2023)
Jedrzej Kozal, Michal Wozniak
Combining Self-labeling with Selective Sampling. ICDM (Workshops) (2023)
Jedrzej Kozal, Michal Wozniak
Increasing depth of neural networks for life-long learning. Inf. Fusion 98 (2023)
Jedrzej Kozal, Justyna Zwolinska, Marek Klonowski, Michal Wozniak
Defending Network IDS against Adversarial Examples with Continual Learning. ICDM (Workshops) (2023)
Jedrzej Kozal, Filip Guzy, Michal Wozniak
Employing chunk size adaptation to overcome concept drift. J. Univers. Comput. Sci. 28 (3) (2022)
Jedrzej Kozal, Michal Les, Pawel Zyblewski, Pawel Ksieniewicz, Michal Wozniak
Lifelong Learning Natural Language Processing Approach for Multilingual Data Classification. CoRR (2022)
Jedrzej Kozal, Michal Les, Pawel Zyblewski, Pawel Ksieniewicz, Michal Wozniak
Feature Integration Strategies for Multilingual Fake News Classification. Big Data (2022)
Jedrzej Kozal, Michal Wozniak
Increasing Depth of Neural Networks for Life-long Learning. CoRR (2022)
Jedrzej Kozal, Filip Guzy, Michal Wozniak
Employing chunk size adaptation to overcome concept drift. CoRR (2021)
Jedrzej Kozal, Pawel Ksieniewicz
Imbalance Reduction Techniques Applied to ECG Classification Problem. IDEAL (2) (2019)