A novel feature extraction and classification algorithm based on power components using single-point monitoring for NILM.
M. NguyenSami AlshareefA. GilaniWalid G. MorsiPublished in: CCECE (2015)
Keyphrases
- classification algorithm
- single point
- feature extraction
- knn
- k nearest neighbor
- support vector machine
- training set
- class labels
- classification method
- naive bayes
- feature selection
- accurate classification
- preprocessing
- training phase
- image processing
- neural network
- clustering algorithm
- feature vectors
- text classification
- feature space
- decision trees
- light source
- point correspondences
- learning algorithm
- data sets
- viewpoint
- unsupervised learning
- face recognition
- machine learning