Outlier Detection Based on Local Kernel Regression for Instance Selection.
Qinmu PengYiu-ming CheungPublished in: Int. J. Comput. Intell. Syst. (2014)
Keyphrases
- kernel regression
- outlier detection
- instance selection
- nearest neighbor
- data reduction
- regression model
- text classification
- classification accuracy
- knowledge discovery
- multiple instance learning
- data mining
- detection algorithm
- semi supervised learning
- supervised learning
- multi class
- density estimation
- regression methods
- data streams
- linear regression
- computer vision
- feature selection
- databases
- k nearest neighbor
- neural network
- least squares
- concept drift
- pairwise
- evolutionary algorithm
- active learning
- unlabeled data
- support vector machine