Mateusz Gniewkowski

According to our database, Mateusz Gniewkowski authored at least 9 papers between 2019 and 2023.

Collaborative distances:

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

2023

Sec2vec: Anomaly Detection in HTTP Traffic and Malicious URLs.

Mateusz Gniewkowski, Henryk Maciejewski, Tomasz Surmacz, Wiktor Walentynowicz

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

How to select samples for active learning? Document clustering with active learning methodology.

Norbert Ropiak, Mateusz Gniewkowski, Michal Swedrowski, Michal Pogoda, Karol Gawron, Bartlomiej Bojanowski, Tomasz Walkowiak

Proceedings of the 27th International Conference on Engineering of Complex Computer Systems, 2023

Do Not Trust Me: Explainability Against Text Classification.

Mateusz Gniewkowski, Piotr Syga, Marek Klonowski, Tomasz Walkowiak

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

2022

Classification and Generation of Derivational Morpho-semantic Relations for Polish Language.

Wiktor Walentynowicz, Maciej Piasecki, Mateusz Gniewkowski

Proceedings of the Computational Science - ICCS 2022, 2022

2021

HTTP2vec: Embedding of HTTP Requests for Detection of Anomalous Traffic.

Mateusz Gniewkowski, Henryk Maciejewski, Tomasz R. Surmacz, Wiktor Walentynowicz

CoRR, 2021

Text Document Clustering: Wordnet vs. TF-IDF vs. Word Embeddings.

Michal Marcinczuk, Mateusz Gniewkowski, Tomasz Walkowiak, Marcin Bedkowski

Proceedings of the 11th Global Wordnet Conference, 2021

2019

Evaluation of vector embedding models in clustering of text documents.

Tomasz Walkowiak, Mateusz Gniewkowski

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Assessment of Document Similarity Visualisation Methods.

Mateusz Gniewkowski, Tomasz Walkowiak

Proceedings of the Human Language Technology. Challenges for Computer Science and Linguistics, 2019

Distance Measures for Clustering of Documents in a Topic Space.

Tomasz Walkowiak, Mateusz Gniewkowski

Proceedings of the Engineering in Dependability of Computer Systems and Networks, 2019