Publications

List of publications

ForthcomingInoka Ranatunga, Pertti Ranttila and Kimmo Tarkkanen. (2026). Explainable AI for SME Financial Distress Prediction: From Model Comparison to Supplier-Risk Decision Support in Shipbuilding......

Anticipatory and proactive regulation map in the constraint of contemporary knowledge

The maritime industry operates within a highly complex regulatory environment shaped by international agreements, national legislation, standards, and voluntary measures. Sustainable shipbuilding, in......

S4M Sustainable Material Management Maturity Model

Bringing sustainability and competitiveness to the shipbuilding supplier network through a maturity modelIn response to the pressing need for sustainable practices within the shipbuilding industry,......