The task of accurately forecasting the trajectory of a vessel, and in general a moving object operating in free space until its destination remains an open challenge. This paper …
Recent advancements in sensor and tracking technologies have facilitated the real-time tracking of marine vessels as they traverse the oceans. As a result, there is an increasing …
Within the last years the shipping industry invest-ments continue to grow to improve maritime transport systems. A vital part of the maritime transport systems is the accurate Vessel Traffic …
Predictive analytics over mobility data is of great importance since it can assist an analyst to predict events, such as collisions, encounters, traffic jams, etc. A typical example is …
Predicting vessel trajectories is crucial for enhancing situational awareness and preventing collisions at sea. However, achieving accurate and efficient predictions is challenging due to …
L Sigillo, A Marzilli, D Moretti… - 2023 IEEE 33rd …, 2023 - ieeexplore.ieee.org
The huge amount of traffic maritime data kicked off the challenge of their interpretations to predict the behavior of vessels during their trip. The availability of this type of data in large …
The wide spread of the Automatic Identification System (AIS) and related tools has motivated several maritime analytics operations. One of the most critical operations for the purpose of …
Countries with access to large bodies of water often aim to protect their maritime transport by employing maritime surveillance systems. However, the number of available sensors (eg …
P Mandalis, E Chondrodima, Y Kontoulis… - EDBT/ICDT …, 2023 - ceur-ws.org
Abstract Vessel Traffic Flow Forecasting (VTFF) is vital for maritime harbor supervision, safety management and collision avoidance. Previous works approach the VTFF problem …