# ConvGCN-RF: A hybrid learning model for commuting flow prediction considering geographical semantics and neighborhood effects

> Research article (GeoInformatica, 2022) · cited 49× · AI/ML

**Wikidata**: [openalex:W4281651051](https://www.wikidata.org/wiki/openalex:W4281651051)  
**Source**: https://4ort.xyz/entity/convgcn-rf-a-hybrid-learning-model-for-commuting-flow-prediction-considering-geographical-semantics-and-neighborhood-eff