mgr inż. Marcin Mrukowicz

Publikacje

• [współaut.] Gałka W, Bazan J, Bentkowska U [et al.] Aggregation-Based Ensemble Classifier Versus Neural Networks Models for Recognizing Phishing Attacks. - IEEE Access, 2025, Vol. 13, p. 48469 - 48487
• [współaut.] Gałka W, Bentkowska U, Bazan J Neural networks based ensemble classifier for phishing link detection W: Empowering the Interdisciplinary Role of ISD in Addressing Contemporary Issues in Digital Transformation (ISD2025 Proceedings) : 33rd International conference on information systems development (ISD2025 Belgrade, Serbia) / editors Ivan Luković, Srđa Bjeladinović, Boris Delibašić, Dušan Barać, Netta Iivari, Emilio Insfran, Michael Lang, Henry Linger, Christoph Schneider. Belgrade, University of Belgrade: 2025
• [współaut.] Bentkowska U, Gałka W, Wojtowicz A Ensemble Classifier Based on Interval Modeling for Microarray Datasets. - Entropy, 2024, Vol. 26, iss. 3
• [współaut.] Gałka W, Bazan J, Bentkowska U [et al.] Self-tuning framework to reduce the number of false positive instances using aggregation functions in ensemble classifier. - Procedia Computer Science, 2024, Vol. 246, p. 4028-4037
• [współaut.] Ochab M, Sarzyński J, Molenda P Real-time anonymisation of DNS network traffic. - Procedia Computer Science, 2024, Vol. 246, p. 4018-4027
• [współaut.] Ochab M, Sarzyński J, Rząsa W A scalable data acquisition system for the efficient processing of DNS network traffic. - Procedia Computer Science, 2024, Vol. 246, p. 4702-4711
• [współaut.] Pękala B, Bentkowska U, Kępski M The effectiveness of aggregation functions used in fuzzy local contrast constructions. - Fuzzy Sets and Systems, 2024, Vol. 491
• [współaut.] Wojtowicz A, Gałka W, Balicki K [et al.] Binary ensemble kNN based classifier for microarray datasets. - Procedia Computer Science, 2024, Vol. 246, p. 4411-4420
• [współaut.] Bentkowska U, Gałka W, Lech K An Ensemble Classifier Based on kNN with an Interval Threshold Strategy W: Intelligent Information and Database Systems : 16th Asian Conference, ACIIDS 2024, Ras Al Khaimah, UAE, April 15-18, 2024, Proceedings, Part II / Editors Ngoc Thanh Nguyen, Richard Chbeir, Yannis Manolopoulos, Hamido Fujita, Tzung-Pei Hong, Le Minh Nguyen, Krystian Wojtkiewicz. Cham, Springer: 2024, S. 209-223
• [współaut.] Bazan J, Bazan-Socha S, Bentkowska U [et al.] Aggregation Functions in Researching Connections Between Bio-Markers and DNA Micro-arrays W: Uncertainty and Imprecision in Decision Making and Decision Support - New Advances, Challenges, and Perspectives : Selected Papers from BOS/SOR-2022, Held on October 13-15, 2022, and IWIFSGN-2022, Held on October 13-14, 2022, in Warsaw, Poland / editors Krassimir T. Atanassov, Vassia Atanassova, Janusz Kacprzyk, Andrzej Kałuszko, Maciej Krawczak, Jan W. Owsiński, Sotir S. Sotirov, Evdokia Sotirova, Eulalia Szmidt, Sławomir Zadrożny. Cham, Springer: 2023, S. 106-115
• [współaut.] Bentkowska U Parameterized Interval-Valued Aggregation Functions in Classification of Data with Large Number of Missing Values W: Uncertainty and Imprecision in Decision Making and Decision Support - New Advances, Challenges, and Perspectives : Selected Papers from BOS/SOR-2022, Held on October 13-15, 2022, and IWIFSGN-2022, Held on October 13-14, 2022, in Warsaw, Poland / editors Krassimir T. Atanassov, Vassia Atanassova, Janusz Kacprzyk, Andrzej Kałuszko, Maciej Krawczak, Jan W. Owsiński, Sotir S. Sotirov, Evdokia Sotirova, Eulalia Szmidt, Sławomir Zadrożny. Cham, Springer: 2023, S. 85-94
• [współaut.] Bentkowska U, Bazan J, Zaręba L [et al.] Interval modelling in optimization of k-NN classifiers for large number of attributes in data sets on an example of DNA microarrays. - International Journal of Intelligent Systems, 2022, Vol. 37, iss. 6, p. 3334-3372
• [współaut.] Bazan J, Bazan-Socha S, Bentkowska U [et al.] Comparison of aggregation classes in ensemble classifiers for high dimensional datasets W: 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) / eds. Marco Gori, Alessandro Sperduti, Piero Bonissone. Piscataway, Institute of Electrical and Electronics Engineers IEEE: 2022, S. 1- 10
• [współaut.] Bazan J, Bentkowska U Application of Decision Rules to Discover Knowledge for Fitting Aggregations to Datasets W: Uncertainty and Imprecision in Decision Making and Decision Support: New Advances, Challenges, and Perspectives : Selected papers from BOS-2020, held on December 14-15, 2020, and IWIFSGN-2020, held on December 10-11, 2020 in Warsaw, Poland / editors Krassimir T. Atanassov, Vassia Atanassova, Janusz Kacprzyk, Andrzej Kałuszko, Maciej Krawczak, Jan W. Owsiński, Sotir S. Sotirov, Evdokia Sotirova, Eulalia Szmidt, Sławomir Zadrożny. Cham, Springer: 2022, S. 3-14
• [współaut.] Ochab M, Sarzyński J, Bentkowska U Human- and Machine-Generated Traffic Distinction by DNS Protocol Analysis W: 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Piscataway, Institute of Electrical and Electronics Engineers (IEEE): 2021, s. 1-8
• [współaut.] Bentkowska U, Bazan J, Zaręba L [et al.] Multi-class classification problems for the k-NN algorithm in the case of missing values W: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Piscataway, Institute of Electrical and Electronics Engineers (IEEE): 2020, S. 1-8
• [współaut.] Bentkowska U, Kępski M, Pękala B New fuzzy local contrast measures: definitions, evaluation and comparison W: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Piscataway, Institute of Electrical and Electronics Engineers (IEEE): 2020, S. 1-8
• [współaut.] Pękala B, Rak E, Kosior D [et al.] Application of similarity measures with uncertainty in classification methods W: 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Piscataway, Institute of Electrical and Electronics Engineers (IEEE): 2020, S. 1-8