Ensemble Methods of Classification for Power Systems Security Assessment.
Alexei V. ZhukovVictor G. KurbatskyNikita V. TominDenis N. SidorovDaniil A. PanasetskyAoife FoleyPublished in: CoRR (2016)
Keyphrases
- power system
- ensemble methods
- machine learning methods
- decision trees
- benchmark datasets
- smart grid
- majority voting
- electric power systems
- generalization ability
- ensemble learning
- random forests
- classifier ensemble
- prediction accuracy
- classification accuracy
- power grid
- ensemble classifier
- machine learning
- computational intelligence
- feature space
- support vector machine svm
- feature vectors
- risk assessment
- feature extraction
- power generation
- security issues
- power grids
- feature subset
- base classifiers
- neural network
- information security
- access control
- image classification
- training set
- feature selection
- classification models
- classification algorithm
- cyber security
- individual classifiers
- support vector
- bootstrap sampling