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ORCIDJedrzej Kozal
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2020 – today
- 2024
[j3]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. Knowl. Based Syst. 304: 112482 (2024)- [c5]Jedrzej Kozal, Jan Wasilewski, Bartosz Krawczyk, Michal Wozniak:
Continual Learning with Weight Interpolation. CVPR Workshops 2024: 4187-4195 - [i6]Jedrzej Kozal, Jan Wasilewski, Bartosz Krawczyk, Michal Wozniak:
Continual Learning with Weight Interpolation. CoRR abs/2404.04002 (2024) - 2023
- [j2]Jedrzej Kozal, Michal Wozniak:
Increasing depth of neural networks for life-long learning. Inf. Fusion 98: 101829 (2023) - [c4]Jedrzej Kozal, Justyna Zwolinska, Marek Klonowski, Michal Wozniak:
Defending Network IDS against Adversarial Examples with Continual Learning. ICDM (Workshops) 2023: 60-69 - [c3]Jedrzej Kozal, Michal Wozniak:
Combining Self-labeling with Selective Sampling. ICDM (Workshops) 2023: 70-79 - [i5]Jedrzej Kozal, Michal Wozniak:
Combining Self-labeling with Selective Sampling. CoRR abs/2301.04420 (2023) - [i4]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 abs/2309.03720 (2023) - 2022
- [j1]Jedrzej Kozal, Filip Guzy, Michal Wozniak:
Employing chunk size adaptation to overcome concept drift. J. Univers. Comput. Sci. 28(3): 249-268 (2022) - [c2]Jedrzej Kozal, Michal Les, Pawel Zyblewski, Pawel Ksieniewicz, Michal Wozniak:
Feature Integration Strategies for Multilingual Fake News Classification. IEEE Big Data 2022: 5049-5058 - [i3]Jedrzej Kozal, Michal Wozniak:
Increasing Depth of Neural Networks for Life-long Learning. CoRR abs/2202.10821 (2022) - [i2]Jedrzej Kozal, Michal Les, Pawel Zyblewski, Pawel Ksieniewicz, Michal Wozniak:
Lifelong Learning Natural Language Processing Approach for Multilingual Data Classification. CoRR abs/2206.11867 (2022) - 2021
- [i1]Jedrzej Kozal, Filip Guzy, Michal Wozniak:
Employing chunk size adaptation to overcome concept drift. CoRR abs/2110.12881 (2021)
2010 – 2019
- 2019
- [c1]Jedrzej Kozal, Pawel Ksieniewicz:
Imbalance Reduction Techniques Applied to ECG Classification Problem. IDEAL (2) 2019: 323-331
Coauthor Index
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