# Improving maritime accident severity prediction accuracy: A holistic machine learning framework with data balancing and explainability techniques

> Research article (Reliability Engineering & System Safety, 2025) · cited 25× · AI/ML

**Wikidata**: [openalex:W4413884165](https://www.wikidata.org/wiki/openalex:W4413884165)  
**Source**: https://4ort.xyz/entity/improving-maritime-accident-severity-prediction-accuracy-a-holistic-machine-learning-framework-with-data-balancing-and-e