Pawel Zyblewski

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 27

Top Topics

Ensemble Selection

Pruning Algorithm

Imbalanced Data

Top Venues

Knowl. Based Syst.

Publications

Pawel Zyblewski
Employing Two-Dimensional Word Embedding for Difficult Tabular Data Stream Classification. CoRR (2024)
Pawel Zyblewski, Jakub Klikowski, Weronika Borek-Marciniec, Pawel Ksieniewicz
Employing Sentence Space Embedding for Classification of Data Stream from Fake News Domain. CoRR (2024)
Weronika Borek-Marciniec, Pawel Zyblewski, Jakub Klikowski, Pawel Ksieniewicz
WarCov - Large multilabel and multimodal dataset from social platform. CoRR (2024)
Pawel Ksieniewicz, Pawel Zyblewski, Weronika Borek-Marciniec, Rafal Kozik, Michal Choras, Michal Wozniak
as a variant of n-gram feature extraction method in ensemble classification of fake news. Eng. Appl. Artif. Intell. 120 (2023)
Pawel Niedziólka, Pawel Zyblewski
A Non-deep Approach to Classifying Movie Genres Based on Multimodal Data. CORES/IP&C (2023)
Michal Wozniak, Pawel Zyblewski, Pawel Ksieniewicz
Active Weighted Aging Ensemble for drifted data stream classification. Inf. Sci. 630 (2023)
Pawel Ksieniewicz, Pawel Zyblewski
library for difficult data stream batch analysis. Neurocomputing 478 (2022)
Jedrzej Kozal, Michal Les, Pawel Zyblewski, Pawel Ksieniewicz, Michal Wozniak
Lifelong Learning Natural Language Processing Approach for Multilingual Data Classification. CoRR (2022)
Joanna Komorniczak, Pawel Zyblewski, Pawel Ksieniewicz
Statistical Drift Detection Ensemble for batch processing of data streams. Knowl. Based Syst. 252 (2022)
Joanna Komorniczak, Pawel Zyblewski, Pawel Ksieniewicz
Imbalanced Data Stream Classification Assisted by Prior Probability Estimation. IJCNN (2022)
Jedrzej Kozal, Michal Les, Pawel Zyblewski, Pawel Ksieniewicz, Michal Wozniak
Feature Integration Strategies for Multilingual Fake News Classification. Big Data (2022)
Pawel Zyblewski
Clustering-Based Ensemble Pruning in the Imbalanced Data Classification. ICCS (3) (2021)
Pawel Ksieniewicz, Pawel Zyblewski, Robert Burduk
Fusion of linear base classifiers in geometric space. Knowl. Based Syst. 227 (2021)
Pawel Zyblewski, Robert Sabourin, Michal Wozniak
Preprocessed dynamic classifier ensemble selection for highly imbalanced drifted data streams. Inf. Fusion 66 (2021)
Dominika Sulot, Pawel Zyblewski, Pawel Ksieniewicz
Analysis of Variance Application in the Construction of Classifier Ensemble Based on Optimal Feature Subset for the Task of Supporting Glaucoma Diagnosis. ICCS (3) (2021)
Joanna Komorniczak, Pawel Zyblewski, Pawel Ksieniewicz
Prior Probability Estimation in Dynamically Imbalanced Data Streams. IJCNN (2021)
Pawel Zyblewski, Michal Wozniak
Dynamic Ensemble Selection for Imbalanced Data Stream Classification with Limited Label Access. ICAISC (2) (2021)
Pawel Zyblewski, Marek Pawlicki, Rafal Kozik, Michal Choras
Cyber-Attack Detection from IoT Benchmark Considered as Data Streams. CORES/IP&C/ACS (2021)
Michal Wozniak, Pawel Zyblewski, Pawel Ksieniewicz
Active Weighted Aging Ensemble for Drifted Data Stream Classification. CoRR (2021)
Pawel Zyblewski, Pawel Ksieniewicz, Michal Wozniak
Combination of Active and Random Labeling Strategy in the Non-stationary Data Stream Classification. ICAISC (1) (2020)
Pawel Zyblewski, Michal Wozniak
Dynamic Classifier Selection for Data with Skewed Class Distribution Using Imbalance Ratio and Euclidean Distance. ICCS (4) (2020)
Pawel Zyblewski, Michal Wozniak
Novel clustering-based pruning algorithms. Pattern Anal. Appl. 23 (3) (2020)
Pawel Ksieniewicz, Pawel Zyblewski, Michal Choras, Rafal Kozik, Agata Gielczyk, Michal Wozniak
Fake News Detection from Data Streams. IJCNN (2020)
Pawel Ksieniewicz, Pawel Zyblewski
stream-learn - open-source Python library for difficult data stream batch analysis. CoRR (2020)
Pawel Zyblewski, Michal Wozniak
Clustering-Based Ensemble Pruning and Multistage Organization Using Diversity. HAIS (2019)
Pawel Zyblewski, Robert Sabourin, Michal Wozniak
Data Preprocessing and Dynamic Ensemble Selection for Imbalanced Data Stream Classification. PKDD/ECML Workshops (2) (2019)
Pawel Zyblewski, Pawel Ksieniewicz, Michal Wozniak
Classifier Selection for Highly Imbalanced Data Streams with Minority Driven Ensemble. ICAISC (1) (2019)