Distance Measures for Clustering of Documents in a Topic Space. - Tomasz Walkowiak; Mateusz Gniewkowski (DepCoS-RELCOMEX, 2019)

Assessment of Document Similarity Visualisation Methods. - Mateusz Gniewkowski; Tomasz Walkowiak (LCT, 2019)

Evaluation of vector embedding models in clustering of text documents. - Tomasz Walkowiak; Mateusz Gniewkowski (RANLP, 2019)

Text Document Clustering: Wordnet vs. TF-IDF vs. Word Embeddings. - Michal Marcinczuk; Mateusz Gniewkowski; Tomasz Walkowiak; Marcin Bedkowski (GWC, 2021)

HTTP2vec: Embedding of HTTP Requests for Detection of Anomalous Traffic. - Mateusz Gniewkowski; Henryk Maciejewski; Tomasz R. Surmacz; Wiktor Walentynowicz (CoRR, 2021)

Classification and Generation of Derivational Morpho-semantic Relations for Polish Language. - Wiktor Walentynowicz; Maciej Piasecki; Mateusz Gniewkowski (ICCS (1), 2022)

Do Not Trust Me: Explainability Against Text Classification. - Mateusz Gniewkowski; Pawel Walkowiak; Piotr Syga; Marek Klonowski; Tomasz Walkowiak (ECAI, 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 (ICECCS, 2023)

Sec2vec: Anomaly Detection in HTTP Traffic and Malicious URLs. - Mateusz Gniewkowski; Henryk Maciejewski; Tomasz Surmacz; Wiktor Walentynowicz (SAC, 2023)

Precise Language Deception: XAI Driven Targeted Adversarial Examples with Restricted Knowledge. - Mateusz Gniewkowski; Pawel Walkowiak; Marek Klonowski; Tomasz Walkowiak (ICCS (1), 2025)

An Empirical Assessment of LLM-Based Approaches to Malicious Webpage Detection. - Gracjan Mak; Mateusz Gniewkowski; Pawel Walkowiak; Arkadiusz Janz (ICCS (2), 2025)