# A Machine Learning Framework for Enhancing Short-Term Water Demand Forecasting Using Attention-BiLSTM Networks Integrated with XGBoost Residual Correction

> Research article (Water, 2023) · cited 30× · AI/ML

**Wikidata**: [openalex:W4387653352](https://www.wikidata.org/wiki/openalex:W4387653352)  
**Source**: https://4ort.xyz/entity/a-machine-learning-framework-for-enhancing-short-term-water-demand-forecasting-using-attention-bilstm-networks-integrate