Multi-class classification problems for the k-NN algorithm in the case of missing values. - Urszula Bentkowska; Jan G. Bazan; Marcin Mrukowicz; Lech Zareba; Piotr Molenda (FUZZ-IEEE, 2020)

New fuzzy local contrast measures: definitions, evaluation and comparison. - Urszula Bentkowska; Michal Kepski; Marcin Mrukowicz; Barbara Pekala (FUZZ-IEEE, 2020)

Application of similarity measures with uncertainty in classification methods. - Barbara Pekala; Ewa Rak; Dawid Kosior; Marcin Mrukowicz; Jan G. Bazan (FUZZ-IEEE, 2020)

Human- and Machine-Generated Traffic Distinction by DNS Protocol Analysis. - Marcin Ochab; Marcin Mrukowicz; Jaromir Sarzynski; Urszula Bentkowska (FUZZ-IEEE, 2021)

Comparison of aggregation classes in ensemble classifiers for high dimensional datasets. - Jan G. Bazan; Stanislawa Bazan-Socha; Urszula Bentkowska; Wojciech Galka; Marcin Mrukowicz; Lech Zareba (FUZZ-IEEE, 2022)

Interval modelling in optimization of k- N N classifiers for large number of attributes in data sets on an example of DNA microarrays. - Urszula Bentkowska; Jan G. Bazan; Lech Zareba; Jerzy Socha; Stanislawa Bazan-Socha; Marcin Mrukowicz (Int. J. Intell. Syst., 2022)

An Ensemble Classifier Based on kNN with an Interval Threshold Strategy. - Urszula Bentkowska; Marcin Mrukowicz; Wojciech Galka; Karol Lech (ACIIDS (2), 2024)

Self-tuning framework to reduce the number of false positive instances using aggregation functions in ensemble classifier. - Wojciech Galka; Jan G. Bazan; Urszula Bentkowska; Marcin Mrukowicz; Pawel Drygas; Marcin Ochab; Piotr Suszalski; Sebastian Obara (KES, 2024)

Real-time anonymisation of DNS network traffic. - Marcin Ochab; Marcin Mrukowicz; Jaromir Sarzynski; Piotr Molenda (KES, 2024)

A scalable data acquisition system for the efficient processing of DNS network traffic. - Marcin Ochab; Marcin Mrukowicz; Jaromir Sarzynski; Wojciech Rzasa (KES, 2024)

Binary ensemble kNN based classifier for microarray datasets. - Aleksander Wojtowicz; Marcin Mrukowicz; Wojciech Galka; Krzysztof Balicki; Wojciech Rzasa; Urszula Bentkowska (KES, 2024)

The effectiveness of aggregation functions used in fuzzy local contrast constructions. - Barbara Pekala; Urszula Bentkowska; Michal Kepski; Marcin Mrukowicz (Fuzzy Sets Syst., 2024)

Ensemble Classifier Based on Interval Modeling for Microarray Datasets. - Urszula Bentkowska; Wojciech Galka; Marcin Mrukowicz; Aleksander Wojtowicz (Entropy, 2024)

Aggregation-Based Ensemble Classifier Versus Neural Networks Models for Recognizing Phishing Attacks. - Wojciech Galka; Jan G. Bazan; Urszula Bentkowska; Kamil Szwed; Marcin Mrukowicz; Pawel Drygas; Lech Zareba; Marcin Szpyrka; Piotr Suszalski; Sebastian Obara (IEEE Access, 2025)