# Research on Ship Anomaly Detection Algorithm Based on Transformer-GSA Encoder

> Research article (IEEE Transactions on Intelligent Transportation Systems, 2025) · cited 28× · AI/ML

**Wikidata**: [openalex:W4407351662](https://www.wikidata.org/wiki/openalex:W4407351662)  
**Source**: https://4ort.xyz/entity/research-on-ship-anomaly-detection-algorithm-based-on-transformer-gsa-encoder