Panagiotis Louvros

From Accident Records to Safety Decisions: An Artificial Neural Network for Integrated Maritime Risk Assessment

A data-driven decision-support framework based on a Multi-Input Multi-Output Artificial Neural Network (MIMO-ANN) for the simultaneous prediction of multiple maritime accident consequences, which shows that accident type, zone, flag, natural light, environment, and visibility are key drivers of predicted consequences, whereas vessel-specific parameters have a secondary, context-dependent influence.