Using a unique dataset, comprising historical maritime data for different vessel voyages, including vessel type, voyage information and environmental factors, we employ decision trees, a number of regression, and artificial neural network algorithms for p... read more of VesselAI CO2 Emissions Prediction using ML algorithms
AIS data collected by the University of Piraeus' AIS receiver read more of The Piraeus AIS Dataset for Large-scale Maritime Data Analytics
A lightweight AI rerouting decision model that helps to determine whether running weather routing is beneficial. The goal of the model is to help minimize the high computational workload demanded by a commercial weather routing system that performs freque... read more of Weather rerouting decision support model
A route prediction model geared towards enhancing safety of autonomous ships by supporting remote control center situation awareness. read more of Maritime Route Prediction for Remote Control Centre Decision Support
A model capable of detecting anomalous ship behavior for a given geographical region. read more of Autoencoder-Based Maritime Anomaly Detection
