# Maritime Near-Miss prediction framework and model interpretation analysis method based on Transformer neural network model with multi-task classification variables

> Research article (Reliability Engineering & System Safety, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4406900436](https://www.wikidata.org/wiki/openalex:W4406900436)  
**Source**: https://4ort.xyz/entity/maritime-near-miss-prediction-framework-and-model-interpretation-analysis-method-based-on-transformer-neural-network-mod