Long-term forecasting of hourly retail customer flow on intermittent time series with multiple seasonality

In this study, we address a demanding time series forecasting problem that deals simultaneously with the following: (1) intermittent time series, (2) multi-step ahead forecasting, (3) time series with multiple seasonal periods, and (4) performance measures for model selection across multiple time se...

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Bibliographic Details
Main Authors: Martim Sousa, Ana Maria Tomé, José Moreira
Format: Article
Language:English
Published: KeAi Communications Co. Ltd. 2022-09-01
Series:Data Science and Management
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666764922000273