An Ensemble Learning Approach for Accurate Energy Load Prediction in Residential Buildings.
Mabrook Al-RakhamiAbdu GumaeiAhmed AlsanadAtif AlamriMohammad Mehedi HassanPublished in: IEEE Access (2019)
Keyphrases
- ensemble learning
- energy consumption
- ensemble classifier
- ensemble methods
- prediction accuracy
- generalization ability
- prediction model
- concept drift
- mutual subspace method
- weak learners
- base classifiers
- random forest
- neural network
- feature selection
- machine learning
- data mining
- unlabeled data
- particle swarm optimization
- wireless sensor networks
- pairwise
- similarity measure