DBSCAN algorithm for AIS data reconstruction. - Marta Mieczynska; Ireneusz Czarnowski (KES, 2021)

Impact of the Time Window Length on the Ship Trajectory Reconstruction Based on AIS Data Clustering. - Marta Mieczynska; Ireneusz Czarnowski (KES-IDT, 2021)

Impact of Distance Measures on the Performance of AIS Data Clustering. - Marta Mieczynska; Ireneusz Czarnowski (Comput. Syst. Sci. Eng., 2021)

Multi-Label Classification for AIS Data Anomaly Detection Using Wavelet Transform. - Marta Szarmach; Ireneusz Czarnowski (IEEE Access, 2022)

Decision Tree-Based Algorithms for Detection of Damage in AIS Data. - Marta Szarmach; Ireneusz Czarnowski (ICCS (3), 2023)

VAR vs XGBoost: Performance of both models in AIS data reconstruction. - Marta Szarmach; Ireneusz Czarnowski (KES, 2024)

A framework for damage detection in AIS data based on clustering and multi-label classification. - Marta Szarmach; Ireneusz Czarnowski (J. Comput. Sci., 2024)

Using Game Control to Manage the Safety of Autonomous Maritime Objects. - Krystian Kozakiewicz; Agnieszka Lazarowska; Józef Lisowski; Miroslaw Lacki; Monika Rybczak; Marta Szarmach (EUROCON, 2025)