Mateusz Szczepanski

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 8

Top Topics

Artificial Intelligence

Intrusion Detection

Top Venues

ICCCI (CCIS Volume)

Publications

Mateusz Szczepanski, Marek Pawlicki, Rafal Kozik, Michal Choras
The Application of Deep Learning Imputation and Other Advanced Methods for Handling Missing Values in Network Intrusion Detection. Vietnam. J. Comput. Sci. 10 (1) (2023)
Rafal Kozik, Marek Pawlicki, Mateusz Szczepanski, Rafal Renk, Michal Choras
Efficient Post Event Analysis and Cyber Incident Response in IoT and E-commerce Through Innovative Graphs and Cyberthreat Intelligence Employment. ICIC (3) (2022)
Mateusz Szczepanski, Marek Pawlicki, Rafal Kozik, Michal Choras
Fast Hybrid Oracle-Explainer Approach to Explainability Using Optimized Search of Comprehensible Decision Trees. DSAA (2022)
Mateusz Szczepanski, Mikolaj Komisarek, Marek Pawlicki, Rafal Kozik, Michal Choras
The Proposition of Balanced and Explainable Surrogate Method for Network Intrusion Detection in Streamed Real Difficult Data. ICCCI (CCIS Volume) (2021)
Mateusz Szczepanski, Michal Choras, Marek Pawlicki, Aleksandra Pawlicka
The Methods and Approaches of Explainable Artificial Intelligence. ICCS (4) (2021)
Mateusz Szczepanski, Michal Choras, Marek Pawlicki, Rafal Kozik
Achieving Explainability of Intrusion Detection System by Hybrid Oracle-Explainer Approach. IJCNN (2020)
Mateusz Szczepanski, David Malec, Pascal Maussion, Benoit Petitgas, Philippe Manfe
Use of Design of Experiments (DoE) predictive models as a method of comparison of enameled wires used in low voltage inverter-fed motors. IAS (2018)
Mateusz Szczepanski, David Malec, Pascal Maussion, Benoit Petitgas, Philippe Manfe
Prediction of the lifespan of enameled wires used in low voltage inverter-fed motors by using the Design of Experiments (DoE). IAS (2017)