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Short-Term Demand Forecast of E-Commerce Platform Based on ConvLSTM Network

Based on real sales data, this article constructed LGBM and LSTM sales prediction models to compare and verify the performance of the proposed models. In this article, we forecast the product sales of stores in the future T + 3 days and use MAPE as the evaluation index. The experiment shows that the...

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Detalles Bibliográficos
Autores principales: Li, Zan, Zhang, Nairen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9303113/
https://www.ncbi.nlm.nih.gov/pubmed/35875732
http://dx.doi.org/10.1155/2022/5227829