Density-based Unsupervised Ensemble Learning Methods for Time Series Forecasting in R.
This repository is for sharing the source code for the paper: Density-based Unsupervised Ensemble Learning Methods for Time Series Forecasting of Aggregated or Clustered Electricity Consumption. (Link for full text).
Open data available for experiments: London smart meter dataset.
You can read more about my research here: petolau.github.io/research/.
Laurinec, P., Lóderer, M., Lucká, M. et al.: "Density-based Unsupervised Ensemble Learning Methods for Time Series Forecasting of Aggregated or Clustered Electricity Consumption", J Intell Inf Syst (2019). doi.org/10.1007/s10844-019-00550-3