# A novel prediction model for ship fuel consumption considering shipping data privacy: An XGBoost-IGWO-LSTM-based personalized federated learning approach

> Research article (Ocean Engineering, 2024) · cited 45× · AI/ML

**Wikidata**: [openalex:W4393930120](https://www.wikidata.org/wiki/openalex:W4393930120)  
**Source**: https://4ort.xyz/entity/a-novel-prediction-model-for-ship-fuel-consumption-considering-shipping-data-privacy-an-xgboost-igwo-lstm-based-personal