Pawel Zyblewski

33 papers B 4Misc 1Journal 15Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Structuring the processing frameworks for data stream evaluation and application. Pattern Recognit. Joanna Komorniczak, Pawel Ksieniewicz, Pawel Zyblewski
2025	—	`conf`	How to RETIRE Tabular Data in Favor of Discrete Digital Signal Representation. ECML/PKDD (2) Pawel Zyblewski, Szymon Wojciechowski
2025	J	`jnl`	How to RETIRE Tabular Data in Favor of Discrete Digital Signal Representation. CoRR Pawel Zyblewski, Szymon Wojciechowski
2024	—	`ed.`	Classifier Learning from Difficult Data, Santiago de Compostella, Spain, 19-20 October 2024. CLD2 Pawel Zyblewski, Manuel Grana, Ksieniewicz Pawel, Leandro L. Minku
2024	—	`conf`	Cross-Modality Clustering-based Self-Labeling for Multimodal Data Classification. ICDM (Workshops) Pawel Zyblewski, Leandro L. Minku
2024	J	`jnl`	Cross-Modality Clustering-based Self-Labeling for Multimodal Data Classification. CoRR Pawel Zyblewski, Leandro L. Minku
2024	J	`jnl`	Employing Sentence Space Embedding for Classification of Data Stream from Fake News Domain. CoRR Pawel Zyblewski, Jakub Klikowski, Weronika Borek-Marciniec, Pawel Ksieniewicz
2024	—	`conf`	Employing Two-Dimensional Word Embedding for Difficult Tabular Data Stream Classification. ECML/PKDD (8) Pawel Zyblewski
2024	J	`jnl`	Employing Two-Dimensional Word Embedding for Difficult Tabular Data Stream Classification. CoRR Pawel Zyblewski
2024	J	`jnl`	Structuring the Processing Frameworks for Data Stream Evaluation and Application. CoRR Joanna Komorniczak, Pawel Ksieniewicz, Pawel Zyblewski
2024	J	`jnl`	WarCov - Large multilabel and multimodal dataset from social platform. CoRR Weronika Borek-Marciniec, Pawel Zyblewski, Jakub Klikowski, Pawel Ksieniewicz
2023	—	`conf`	A Non-deep Approach to Classifying Movie Genres Based on Multimodal Data. CORES/IP&C Pawel Niedziólka, Pawel Zyblewski
2023	J	`jnl`	Active Weighted Aging Ensemble for drifted data stream classification. Inf. Sci. Michal Wozniak, Pawel Zyblewski, Pawel Ksieniewicz
2022	B	`conf`	Feature Integration Strategies for Multilingual Fake News Classification. IEEE Big Data Jedrzej Kozal, Michal Les, Pawel Zyblewski, Pawel Ksieniewicz, Michal Wozniak
2022	B	`conf`	Imbalanced Data Stream Classification Assisted by Prior Probability Estimation. IJCNN Joanna Komorniczak, Pawel Zyblewski, Pawel Ksieniewicz
2022	J	`jnl`	Lifelong Learning Natural Language Processing Approach for Multilingual Data Classification. CoRR Jedrzej Kozal, Michal Les, Pawel Zyblewski, Pawel Ksieniewicz, Michal Wozniak
2022	J	`jnl`	Statistical Drift Detection Ensemble for batch processing of data streams. Knowl. Based Syst. Joanna Komorniczak, Pawel Zyblewski, Pawel Ksieniewicz
2021	J	`jnl`	Active Weighted Aging Ensemble for Drifted Data Stream Classification. CoRR Michal Wozniak, Pawel Zyblewski, Pawel Ksieniewicz
2021	—	`conf`	Analysis of Variance Application in the Construction of Classifier Ensemble Based on Optimal Feature Subset for the Task of Supporting Glaucoma Diagnosis. ICCS (3) Dominika Sulot, Pawel Zyblewski, Pawel Ksieniewicz
2021	—	`conf`	Clustering-Based Ensemble Pruning in the Imbalanced Data Classification. ICCS (3) Pawel Zyblewski
2021	—	`conf`	Cyber-Attack Detection from IoT Benchmark Considered as Data Streams. CORES/IP&C/ACS Pawel Zyblewski, Marek Pawlicki, Rafal Kozik, Michal Choras
2021	—	`conf`	Dynamic Ensemble Selection for Imbalanced Data Stream Classification with Limited Label Access. ICAISC (2) Pawel Zyblewski, Michal Wozniak
2021	J	`jnl`	Fusion of linear base classifiers in geometric space. Knowl. Based Syst. Pawel Ksieniewicz, Pawel Zyblewski, Robert Burduk
2021	J	`jnl`	Preprocessed dynamic classifier ensemble selection for highly imbalanced drifted data streams. Inf. Fusion Pawel Zyblewski, Robert Sabourin, Michal Wozniak
2021	B	`conf`	Prior Probability Estimation in Dynamically Imbalanced Data Streams. IJCNN Joanna Komorniczak, Pawel Zyblewski, Pawel Ksieniewicz
2020	—	`conf`	Combination of Active and Random Labeling Strategy in the Non-stationary Data Stream Classification. ICAISC (1) Pawel Zyblewski, Pawel Ksieniewicz, Michal Wozniak
2020	—	`conf`	Dynamic Classifier Selection for Data with Skewed Class Distribution Using Imbalance Ratio and Euclidean Distance. ICCS (4) Pawel Zyblewski, Michal Wozniak
2020	B	`conf`	Fake News Detection from Data Streams. IJCNN Pawel Ksieniewicz, Pawel Zyblewski, Michal Choras, Rafal Kozik, Agata Gielczyk, Michal Wozniak
2020	J	`jnl`	Novel clustering-based pruning algorithms. Pattern Anal. Appl. Pawel Zyblewski, Michal Wozniak
2020	J	`jnl`	stream-learn - open-source Python library for difficult data stream batch analysis. CoRR Pawel Ksieniewicz, Pawel Zyblewski
2019	—	`conf`	Classifier Selection for Highly Imbalanced Data Streams with Minority Driven Ensemble. ICAISC (1) Pawel Zyblewski, Pawel Ksieniewicz, Michal Wozniak
2019	Misc	`conf`	Clustering-Based Ensemble Pruning and Multistage Organization Using Diversity. HAIS Pawel Zyblewski, Michal Wozniak
2019	—	`conf`	Data Preprocessing and Dynamic Ensemble Selection for Imbalanced Data Stream Classification. PKDD/ECML Workshops (2) Pawel Zyblewski, Robert Sabourin, Michal Wozniak