Improving forecasting by subsampling seasonal time series
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Production Research"
DOI: 10.1080/00207543.2021.2022800
Abstract: Time series forecasting plays an increasingly important role in modern business decisions. In today’s data-rich environment, people often aim to choose the optimal forecasting model for their data. However, identifying the optimal model requires professional… read more here.
Keywords: time series; forecasting subsampling; improving forecasting; series ... See more keywords
Improving the forecasting performance of temporal hierarchies
Sign Up to like & getrecommendations! Published in 2019 at "PLoS ONE"
DOI: 10.1371/journal.pone.0223422
Abstract: Temporal hierarchies have been widely used during the past few years as they are capable to provide more accurate coherent forecasts at different planning horizons. However, they still display some limitations, being mainly subject to… read more here.
Keywords: forecasting performance; performance temporal; temporal hierarchies; improving forecasting ... See more keywords