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Marta Szarmach

Marta Mieczynska

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affiliation: Gdynia Maritime University, Poland

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2020 – today

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2024
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Marta Szarmach, Ireneusz Czarnowski:
A framework for damage detection in AIS data based on clustering and multi-label classification. J. Comput. Sci. 76: 102218 (2024)
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Marta Szarmach, Ireneusz Czarnowski:
VAR vs XGBoost: Performance of both models in AIS data reconstruction. KES 2024: 5084-5093
2023
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Marta Szarmach, Ireneusz Czarnowski:
Decision Tree-Based Algorithms for Detection of Damage in AIS Data. ICCS (3) 2023: 17-32
2022
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Marta Szarmach, Ireneusz Czarnowski:
Multi-Label Classification for AIS Data Anomaly Detection Using Wavelet Transform. IEEE Access 10: 109119-109131 (2022)
2021
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Marta Mieczynska, Ireneusz Czarnowski:
Impact of Distance Measures on the Performance of AIS Data Clustering. Comput. Syst. Sci. Eng. 36(1): 69-82 (2021)
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Marta Mieczynska, Ireneusz Czarnowski:
DBSCAN algorithm for AIS data reconstruction. KES 2021: 2512-2521
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Marta Mieczynska, Ireneusz Czarnowski:
Impact of the Time Window Length on the Ship Trajectory Reconstruction Based on AIS Data Clustering. KES-IDT 2021: 25-36

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