2 papers
cs.AI2021
Vessel and Port Efficiency Metrics through Validated AIS data
Tomaz Martincic, Dejan Stepec, Joao Pita Costa +2
Automatic Identification System (AIS) data represents a rich source of information about maritime traffic and offers a great potential for data analytics and predictive modeling so…
cs.LG2021
Machine Learning based System for Vessel Turnaround Time Prediction
Dejan Stepec, Tomaz Martincic, Fabrice Klein +2
In this paper, we present a novel system for predicting vessel turnaround time, based on machine learning and standardized port call data. We also investigate the use of specific e…