Solar radiation forecasting based on convolutional neural network and ensemble learning.
Davide CannizzaroAlessandro AlibertiLorenzo BottaccioliEnrico MaciiAndrea AcquavivaEdoardo PattiPublished in: Expert Syst. Appl. (2021)
Keyphrases
- ensemble learning
- convolutional neural network
- solar radiation
- prediction model
- arima model
- face detection
- generalization ability
- short term
- ensemble methods
- neural network
- air temperature
- random forest
- ensemble classifier
- feature selection
- support vector regression
- base classifiers
- concept drift
- learning algorithm
- bp neural network
- benchmark datasets
- prediction accuracy
- weak learners
- support vector machine
- long term
- object recognition
- pattern recognition
- mutual subspace method