Bagging Ensemble of Multilayer Perceptrons for Missing Electricity Consumption Data Imputation.
Seungwon JungJihoon MoonSungwoo ParkSeungmin RhoSung Wook BaikEenjun HwangPublished in: Sensors (2020)
Keyphrases
- data imputation
- multilayer perceptron
- electricity consumption
- missing values
- missing data
- ensemble methods
- ensemble learning
- ensemble members
- base classifiers
- neural network
- ensemble selection
- random forests
- random forest
- ensemble classifier
- artificial neural networks
- classifier ensemble
- back propagation
- incomplete data
- radial basis function
- electric power
- decision trees
- prediction accuracy
- hidden layer
- economic development
- generalization ability
- energy saving
- energy consumption
- imputation methods
- neural network model
- training set
- growth rate
- radial basis function network
- variable selection
- learning algorithm
- activation function
- wireless sensor networks
- decision making
- feedforward neural networks
- logistic regression
- nearest neighbor
- machine learning algorithms
- machine learning