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Mateusz Szczepański

Observed name: Mateusz Szczepanski
ORCID: 0000-0003-2641-786X
Observed ORCID: 0000-0003-2641-786X
OpenAlex ID: A5035199786
New explainability method for BERT-based model in fake news detection
2021 · Mateusz Szczepański, Marek Pawlicki, et al. · Scientific Reports · 161
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Achieving Explainability of Intrusion Detection System by Hybrid Oracle-Explainer Approach
2020 · Mateusz Szczepanski, Michal Choras, et al. · International Joint Conference on Neural Networks (IJCNN) · 68
The Application of Deep Learning Imputation and Other Advanced Methods for Handling Missing Values in Network Intrusion Detection
2022 · Mateusz Szczepański, Marek Pawlicki, et al. · Vietnam Journal of Computer Science · 14
The Methods and Approaches of Explainable Artificial Intelligence
2021 · Mateusz Szczepański, Michał Choraś, et al. · Lecture notes in computer science · 14
The Proposition of Balanced and Explainable Surrogate Method for Network Intrusion Detection in Streamed Real Difficult Data
2021 · Mateusz Szczepanski, Mikołaj Komisarek, et al. · Communications in computer and information science · 5
Fast Hybrid Oracle-Explainer Approach to Explainability Using Optimized Search of Comprehensible Decision Trees
2022 · Mateusz Szczepanski, Marek Pawlicki, et al. · IEEE International Conference on Data Science and Advanced Analytics (DSAA) · 3
Efficient Post Event Analysis and Cyber Incident Response in IoT and E-commerce Through Innovative Graphs and Cyberthreat Intelligence Employment
2022 · Rafał Kozik, Marek Pawlicki, et al. · Lecture notes in computer science
Works count: 7
Citation count: 265
H-index: 5
I10-index: 4
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