Evgeny Kalinichenko

Context-Aware Maritime Navigation Efficiency Assessment: A Data-Fusion Framework with Metocean and Encounter-Based Validation

Maritime navigation efficiency is commonly assessed using isolated indicators such as route deviation, speed variation, fuel-related metrics, or traffic density, which do not fully reflect the operational context of a voyage. This study proposes a context-aware framework for asse...