#graph neural networks
Sep 2026
EXPRESS: Let Clickstream Talk: A Graph Neural Network Approach to Sales Forecasting
A deep learning framework that extracts cross-product relationships and demand information from clickstream data for probabilistic sales forecasting that outperforms state-of-the-art benchmark models by 10-28% in forecast accuracy and yields superior probabilistic forecasts with substantially lower quantile loss and im...
Rong Liu, Zi-Han Chen, Deng-Hui Zhang et al.
· Production and operations ma... · 0 citations