An accurate and fully-automated ensemble model for weekly time series forecasting

Author:

Godahewa RakshithaORCID,Bergmeir ChristophORCID,Webb Geoffrey I.ORCID,Montero-Manso Pablo

Funder

Monash University

Australian Research Council

Publisher

Elsevier BV

Subject

Business and International Management

Reference70 articles.

1. Optimized forecasting method for weekly influenza confirmed cases;Al-qaness;International Journal Of Environmental Research And Public Health,2020

2. The theta model: a decomposition approach to forecasting;Assimakopoulos;International Journal Of Forecasting,2000

3. Solar home electricity data;AusGrid,2019

4. LSTM-MSNet: leveraging forecasts on sets of related time series with multiple seasonal patterns;Bandara;IEEE Transactions On Neural Networks And Learning Systems,2019

5. Forecasting across time series databases using recurrent neural networks on groups of similar series: a clustering approach;Bandara;Expert Systems with Applications,2020

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