crossrefMachine Learning and Knowledge Extraction2024-11-19Cited by 10
Enhancing Hierarchical Sales Forecasting with Promotional Data: A Comparative Study Using ARIMA and Deep Neural Networks
Mariana Teixeira, José Manuel Oliveira, Patrícia Ramos
Retailers depend on accurate sales forecasts to effectively plan operations and manage supply chains. These forecasts are needed across various levels of aggregation, making hierarchical forecasting methods essential for the retail industry. As competition intensifies, the use of…