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Pawel Zyblewski
Pawel Zyblewski
PhD, Wroclaw University of Science and Technology (Politechnika Wrocławska)
Zweryfikowany adres z pwr.edu.pl - Strona główna
Tytuł
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Preprocessed dynamic classifier ensemble selection for highly imbalanced drifted data streams
P Zyblewski, R Sabourin, M Woźniak
Information Fusion 66, 138-154, 2021
362021
Classifier Selection for Highly Imbalanced Data Streams with Minority Driven Ensemble
P Zyblewski, P Ksieniewicz, M Woźniak
International Conference on Artificial Intelligence and Soft Computing, 626-635, 2019
282019
Stream-learn—open-source Python library for difficult data stream batch analysis
P Ksieniewicz, P Zyblewski
Neurocomputing 478, 11-21, 2022
172022
Fake News Detection from Data Streams
P Ksieniewicz, P Zyblewski, M Choraś, R Kozik, A Giełczyk, M Woźniak
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
122020
Data Preprocessing and Dynamic Ensemble Selection for Imbalanced Data Stream Classification
P Zyblewski, R Sabourin, M Woźniak
ECML PKDD 2019: Machine Learning and Knowledge Discovery in Databases, 367-379, 2020
72020
Novel clustering-based pruning algorithms
P Zyblewski, M Woźniak
Pattern Analysis and Applications, 1-10, 2020
62020
Clustering-Based Ensemble Pruning and Multistage Organization Using Diversity
P Zyblewski, M Woźniak
International Conference on Hybrid Artificial Intelligence Systems, 287-298, 2019
52019
Combination of Active and Random Labeling Strategy in the Non-stationary Data Stream Classification
P Zyblewski, P Ksieniewicz, M Woźniak
International Conference on Artificial Intelligence and Soft Computing, 576-585, 2020
32020
Prior Probability Estimation in Dynamically Imbalanced Data Streams
J Komorniczak, P Zyblewski, P Ksieniewicz
2021 International Joint Conference on Neural Networks (IJCNN), 1-7, 2021
22021
Fusion of linear base classifiers in geometric space
P Ksieniewicz, P Zyblewski, R Burduk
Knowledge-Based Systems 227, 107231, 2021
12021
Dynamic Ensemble Selection for Imbalanced Data Stream Classification with Limited Label Access
P Zyblewski, M Woźniak
International Conference on Artificial Intelligence and Soft Computing, 217-226, 2021
12021
Dynamic Classifier Selection for Data with Skewed Class Distribution Using Imbalance Ratio and Euclidean Distance
P Zyblewski, M Woźniak
International Conference on Computational Science, 59-73, 2020
12020
Lifelong Learning Natural Language Processing Approach for Multilingual Data Classification
J Kozal, M Leś, P Zyblewski, P Ksieniewicz, M Woźniak
arXiv preprint arXiv:2206.11867, 2022
2022
Active Weighted Aging Ensemble for Drifted Data Stream Classification
M Woźniak, P Zyblewski, P Ksieniewicz
arXiv preprint arXiv:2112.10150, 2021
2021
Cyber-Attack Detection from IoT Benchmark Considered as Data Streams
P Zyblewski, M Pawlicki, R Kozik, M Choraś
Progress in Image Processing, Pattern Recognition and Communication Systems …, 2021
2021
Clustering-Based Ensemble Pruning in the Imbalanced Data Classification
P Zyblewski
International Conference on Computational Science, 156-171, 2021
2021
Analysis of Variance Application in the Construction of Classifier Ensemble Based on Optimal Feature Subset for the Task of Supporting Glaucoma Diagnosis
D Sułot, P Zyblewski, P Ksieniewicz
International Conference on Computational Science, 109-117, 2021
2021
Classifier selection for imbalanced data stream classification
P Zyblewski
Politechnika Wrocławska, 2021
2021
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