Get started
Author

Łukasz Wawrowski

Detecting anomalies and attacks in network traffic monitoring with classification methods and XAI-based explainability
2021 · Łukasz Wawrowski, Marcin Michalak, et al. · Procedia Computer Science · 25
PDF
Anomaly Detection Module for Network Traffic Monitoring in Public Institutions
2023 · Łukasz Wawrowski, Andrzej Białas, et al. · Sensors · 23
PDF
BrightBox — A rough set based technology for diagnosing mistakes of machine learning models
2023 · Andrzej Janusz, Andżelika Zalewska, et al. · Applied Soft Computing · 19
Machine Learning Based Analysis of Relations between Antigen Expression and Genetic Aberrations in Childhood B-Cell Precursor Acute Lymphoblastic Leukaemia
2022 · Jan Kulis, Łukasz Wawrowski, et al. · Journal of Clinical Medicine · 17
PDF
Using taxonomic methods in estimating poverty rates
2016 · Andrzej Młodak, Tomasz Józefowski, et al. · Wiadomości Statystyczne The Polish Statistician · 16
The Use of a Three-LevelM-Quantile Model to Map Poverty at Local Administrative Unit 1 in Poland
2018 · Stefano Marchetti, Maciej Beręsewicz, et al. · Journal of the Royal Statistical Society Series A (Statistics in Society) · 15
Mapping Poverty at the Level of Subregions in Poland Using Indirect Estimation
2017 · Marcin Szymkowiak, Andrzej Młodak, et al. · Statistics in Transition New Series · 14
Towards consistency of rule-based explainer and black box model — Fusion of rule induction and XAI-based feature importance
2025 · Michał Kozielski, Marek Sikora, et al. · Knowledge-Based Systems · 13
PDF
Dataset Generation Framework for Evaluation of IoT Linux Host–Based Intrusion Detection Systems
2022 · Blazej Adamczyk, Maksym Brzeczek, et al. · IEEE International Conference on Big Data (BigData) · 8
Outlier Detection in Network Traffic Monitoring
2021 · Marcin Michalak, Łukasz Wawrowski, et al. · International Conference on Pattern Recognition Applications and Methods · 8
The Spatial Fay-Herriot Model in Poverty Estimation
2016 · Łukasz Wawrowski · Folia Oeconomica Stetinensia · 8
PDF
Wykorzystanie metod statystyki małych obszarów do tworzenia map ubóstwa w Polsce
2014 · Łukasz Wawrowski · Wiadomości Statystyczne The Polish Statistician · 6
PDF
Adversarial Attacks Detection Method for Tabular Data
2025 · Łukasz Wawrowski, Piotr Biczyk, et al. · Machine Learning and Knowledge Extraction · 5
PDF
Cybersecurity Threat Detection in the Behavior of IoT Devices: Analysis of Data Mining Competition Results
2023 · Michał Czerwiński, Marcin Michalak, et al. · Annals of Computer Science and Information Systems · 5
PDF
Comparative studies of the tourist attractiveness of Polish powiats with regard to their surroundings
2016 · Piotr Łysoń, Marcin Szymkowiak, et al. · Wiadomości Statystyczne The Polish Statistician · 5
Analiza danych z Banku Danych Lokalnych z wykorzystaniem programu R
2024 · Andrzej Bąk, Grażyna Dehnel, et al. · Wroclaw University of Economics and Business eBooks · 3
PDF
Towards automated detection of adversarial attacks on tabular data
2023 · Piotr Biczyk, Łukasz Wawrowski · Annals of Computer Science and Information Systems · 3
PDF
Detecting and Isolating Adversarial Attacks Using Characteristics of the Surrogate Model Framework
2023 · Piotr Biczyk, Łukasz Wawrowski · Applied Sciences · 3
PDF
The Use of External Knowledge Sources by Polish Private-Owned and State-Owned Enterprises in the Internationalization Process
2015 · Marcin Soniewicki, Łukasz Wawrowski · DOAJ (DOAJ: Directory of Open Access Journals) · 3
A New Data Model for Behavioral Based Anomaly Detection in IoT Device Monitoring
2023 · Marcin Michalak, Piotr Biczyk, et al. · Lecture notes in computer science · 2
Demand forecasting in the fashion business — an example of customized nearest neighbour and linear mixed model approaches
2022 · Joanna Henzel, Łukasz Wawrowski, et al. · Annals of Computer Science and Information Systems · 2
PDF
Robust estimation of wages in small enterprises: the application to Poland’s districts
2020 · Grażyna Dehnel, Łukasz Wawrowski · Statistics in Transition New Series · 2
Analiza ubóstwa w przekroju powiatów w województwie wielkopolskim z wykorzystaniem metod statystyki małych obszarów
2012 · Łukasz Wawrowski · Przegląd Statystyczny Statistical Review · 2
PDF
Open–source–based Environment for Network Traffic Anomaly Detection
2021 · Marcin Michalak, Łukasz Wawrowski, et al. · Advances in intelligent systems and computing · 1
Indirect estimation of poverty indicators at poviat level
2020 · Łukasz Wawrowski · Wiadomości Statystyczne The Polish Statistician · 1
Works count: 35
Citation count: 211
H-index: 8
I10-index: 8
Year
Topic
Type