Alphabet Flatting as a variant of n-gram feature extraction method in ensemble classification of fake news

Ksieniewicz, Paweł and Zyblewski, Paweł and Borek-Marciniec, Weronika and Kozik, Rafał and Choraś, Michał and Woźniak, Michał

Engineering Applications of Artificial Intelligence, 2023

problexity—An open-source Python library for supervised learning problem complexity assessment

Komorniczak, Joanna and Ksieniewicz, Paweł

Neurocomputing, 2023
W ramach projektu MOO

Deterministic Sampling Classifier with weighted Bagging for drifted imbalanced data stream classification

Klikowski, Jakub and Woźniak, Michał

Applied Soft Computing, 2022
W ramach projektu IDSTREAM

Dynamic Ensemble Selection for Imbalanced Data Stream Classification with Limited Label Access

Zyblewski, Paweł and Woźniak, Michał

Lecture Notes in Computer Science, 2021
W ramach projektu IDSTREAM

How to design the fair experimental classifier evaluation

Stapor, Katarzyna and Ksieniewicz, Paweł and García, Salvador and Woźniak, Michał

Applied Soft Computing, 2021
W ramach projektu IDSTREAM

Fusion of linear base classifiers in geometric space

Ksieniewicz, Paweł and Zyblewski, Paweł and Burduk, Robert

Knowledge-Based Systems, 2021

The prior probability in the batch classification of imbalanced data streams

Ksieniewicz, Paweł

Neurocomputing, 2021
W ramach projektu IDSTREAM

Distance Metrics in Clustering and Weighted Scoring Algorithm

Klikowski, Jakub and Burduk, Robert

Lecture Notes in Networks and Systems, 2021
W ramach projektu GEOM

Advanced Machine Learning techniques for fake news (online disinformation) detection: A systematic mapping study

Choraś, Michał and Demestichas, Konstantinos and Giełczyk, Agata and Herrero, Álvaro and Ksieniewicz, Paweł and Remoundou, Konstantina and Urda, Daniel and Woźniak, Michał

Applied Soft Computing, 2021

Employing One-Class SVM Classifier Ensemble for Imbalanced Data Stream Classification

Klikowski, Jakub and Woźniak, Michał

Computational Science – ICCS 2020, 2020
W ramach projektu IDSTREAM

Data stream classification using active learned neural networks

Ksieniewicz, Paweł and Woźniak, Michał and Cyganek, Bogusław and Kasprzak, Andrzej and Walkowiak, Krzysztof

Neurocomputing, 2019

Classifier Selection for Highly Imbalanced Data Streams with Minority Driven Ensemble

Zyblewski, Paweł and Ksieniewicz, Paweł and Woźniak, Michał

Lecture Notes in Computer Science, 2019
W ramach projektu IDSTREAM