Follow
Pawel Zyblewski
Pawel Zyblewski
Other namesPaweł Zyblewski
PhD, Wroclaw University of Science and Technology (Politechnika Wrocławska)
Verified email at pwr.edu.pl - Homepage
Title
Cited by
Cited by
Year
Preprocessed dynamic classifier ensemble selection for highly imbalanced drifted data streams
P Zyblewski, R Sabourin, M Woźniak
Information Fusion 66, 138-154, 2021
832021
Stream-learn—open-source Python library for difficult data stream batch analysis
P Ksieniewicz, P Zyblewski
Neurocomputing 478, 11-21, 2022
372022
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
342019
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
322020
Novel clustering-based pruning algorithms
P Zyblewski, M Woźniak
Pattern Analysis and Applications, 1-10, 2020
172020
Statistical Drift Detection Ensemble for batch processing of data streams
J Komorniczak, P Zyblewski, P Ksieniewicz
Knowledge-Based Systems 252, 109380, 2022
142022
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
142020
Active Weighted Aging Ensemble for drifted data stream classification
M Woźniak, P Zyblewski, P Ksieniewicz
Information Sciences 630, 286-304, 2023
122023
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
122021
Alphabet Flatting as a variant of n-gram feature extraction method in ensemble classification of fake news
P Ksieniewicz, P Zyblewski, W Borek-Marciniec, R Kozik, M Choraś, ...
Engineering Applications of Artificial Intelligence 120, 105882, 2023
102023
Clustering-based ensemble pruning and multistage organization using diversity
P Zyblewski, M Woźniak
Hybrid Artificial Intelligent Systems: 14th International Conference, HAIS …, 2019
82019
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
62020
Fusion of linear base classifiers in geometric space
P Ksieniewicz, P Zyblewski, R Burduk
Knowledge-Based Systems 227, 107231, 2021
52021
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 …, 2022
22022
Dynamic ensemble selection for imbalanced data stream classification with limited label access
P Zyblewski, M Woźniak
Artificial Intelligence and Soft Computing: 20th International Conference …, 2021
22021
Fake News Detection from Data Streams
K Paweł, Z Paweł, C Michal, K Rafal, G Agata, W Michal
funded under SocialTruth project, which has received funding from the …, 2020
22020
Imbalanced Data Stream Classification Assisted by Prior Probability Estimation
J Komorniczak, P Zyblewski, P Ksieniewicz
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
12022
Classifier selection for imbalanced data stream classification
P Zyblewski
Politechnika Wrocławska, 2021
12021
Dynamic Classifier Selection for Data with Skewed Class Distribution Using Imbalance Ratio and Euclidean Distance
P Zyblewski, M Woźniak
Computational Science–ICCS 2020: 20th International Conference, Amsterdam …, 2020
12020
A Non-deep Approach to Classifying Movie Genres Based on Multimodal Data
P Niedziółka, P Zyblewski
International Conference on Computer Recognition Systems, 23-33, 2023
2023
The system can't perform the operation now. Try again later.
Articles 1–20