A novel ensemble learning approach for hourly global solar radiation forecasting.
Mawloud GuermouiSaid BenkacialiKacem GairaaKada BouchouichaTayeb BoulmaizJohn W. BolandPublished in: Neural Comput. Appl. (2022)
Keyphrases
- ensemble learning
- solar radiation
- short term
- ensemble methods
- generalization ability
- random forest
- long term
- base classifiers
- ensemble classifier
- concept drift
- air temperature
- weak learners
- prediction model
- mutual subspace method
- decision trees
- artificial neural networks
- arima model
- data sets
- benchmark datasets
- training set
- feature selection