Dealing with seasonality by narrowing the training set in time series forecasting with k NN

Francisco J. Martinez,M. P. Frías,María Dolores Pérez-Godoy,Antonio J. Rivera

Expert Syst. Appl.（2018）

引用 63|浏览27

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摘要

•A new scheme for dealing with seasonality in time series forecasting.•It is based on building a different model to forecast every season.•Experimental results with nearest neighbor regression enhance classical approaches.

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关键词

Time series forecasting,kNN regression,Seasonal time series

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