Time-series forecasting of seasonal items sales using machine learning – A comparative analysis

Time-series forecasting of seasonal items sales using machine learning – A comparative analysis

There has been a growing interest in the field of neural networks for prediction in recent years. In this research, a public dataset including the sales history of a retail store is investigated to forecast the sales of furniture. To this aim, several forecasting models are applied. First, some clas...

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Bibliographic Details
Main Authors: Yasaman Ensafi, Saman Hassanzadeh Amin, Guoqing Zhang, Bharat Shah
Format: Article
Language:English
Published: Elsevier 2022-04-01
Series:International Journal of Information Management Data Insights
Subjects:
Time-series forecasting
Sales forecasting
Seasonal items
Neural network
Big data
Online Access:http://www.sciencedirect.com/science/article/pii/S2667096822000027

Internet

http://www.sciencedirect.com/science/article/pii/S2667096822000027

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