# Enhancing financial time series forecasting in the shipping market: A hybrid approach with Light Gradient Boosting Machine

> Research article (Engineering Applications of Artificial Intelligence, 2024) · cited 13× · AI/ML

**Wikidata**: [openalex:W4400650555](https://www.wikidata.org/wiki/openalex:W4400650555)  
**Source**: https://4ort.xyz/entity/enhancing-financial-time-series-forecasting-in-the-shipping-market-a-hybrid-approach-with-light-gradient-boosting-machin