Marcin Mrukowicz

According to our database, Marcin Mrukowicz authored at least 14 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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

2024

Ensemble Classifier Based on Interval Modeling for Microarray Datasets.

Urszula Bentkowska, Wojciech Galka, Marcin Mrukowicz, Aleksander Wojtowicz

Entropy, March, 2024

The effectiveness of aggregation functions used in fuzzy local contrast constructions.

Barbara Pekala, Urszula Bentkowska, Michal Kepski, Marcin Mrukowicz

Fuzzy Sets Syst., 2024

Binary ensemble kNN based classifier for microarray datasets.

Aleksander Wojtowicz, Marcin Mrukowicz, Wojciech Galka, Krzysztof Balicki, Wojciech Rzasa, Urszula Bentkowska

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

A scalable data acquisition system for the efficient processing of DNS network traffic.

Marcin Ochab, Marcin Mrukowicz, Jaromir Sarzynski, Wojciech Rzasa

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

Real-time anonymisation of DNS network traffic.

Marcin Ochab, Marcin Mrukowicz, Jaromir Sarzynski, Piotr Molenda

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 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

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

An Ensemble Classifier Based on kNN with an Interval Threshold Strategy.

Urszula Bentkowska, Marcin Mrukowicz, Wojciech Galka, Karol Lech

Proceedings of the Intelligent Information and Database Systems - 16th Asian Conference, 2024

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

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

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2021

Human- and Machine-Generated Traffic Distinction by DNS Protocol Analysis.

Marcin Ochab, Marcin Mrukowicz, Jaromir Sarzynski, Urszula Bentkowska

Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

2020

Application of similarity measures with uncertainty in classification methods.

Barbara Pekala, Ewa Rak, Dawid Kosior, Marcin Mrukowicz, Jan G. Bazan

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

New fuzzy local contrast measures: definitions, evaluation and comparison.

Urszula Bentkowska, Michal Kepski, Marcin Mrukowicz, Barbara Pekala

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

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

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020