Robust Sales forecasting Using Deep Learning with Static and Dynamic Covariates

Retailers must have accurate sales forecasts to efficiently and effectively operate their businesses and remain competitive in the marketplace. Global forecasting models like RNNs can be a powerful tool for forecasting in retail settings, where multiple time series are often interrelated and influen...

Full description

Bibliographic Details
Main Authors: Patrícia Ramos, José Manuel Oliveira
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Applied System Innovation
Subjects:
Online Access:https://www.mdpi.com/2571-5577/6/5/85