Joint bagged-boosted artificial neural networks: Using ensemble machine learning to improve short-term electricity load forecasting

•Load forecasting using bagged-boosted artificial neural networks is presented.•The presented technique improves forecasting accuracy and consistency.•New England Pool region data are used for performance validation.•Experiments are carried out with varying number of bagged and boosted models.•The t...

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