About
Contact & Profiles
A5097277563
Research Areas
- Maritime Navigation and Safety
- Structural Integrity and Reliability Analysis
- Anomaly Detection Techniques and Applications
- Marine and Coastal Research
- Network Security and Intrusion Detection
University of Turku
2024
10.1016/j.multra.2025.100191
article
EN
cc-by-nc-nd
Multimodal Transportation
2025-01-01
The modern maritime traffic prediction requires large area models based on the Automatic Identification System (AIS)with interval reaching 2 hours at least. second requirement is to cover all traffic, if possible.We propose Random Forests (RF) for ship movement and demonstrate how it can be adapted varying zone shapes anomalydetection tasks. We also apply clustering of vessels regularly irregularly moving ships. Our research Baltic Sea recording period data 26 July 2022 ... 12 August 2022....
10.2139/ssrn.4822257
preprint
EN
2024-01-01
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