A Novel Noise Filtering Algorithm for Imbalanced Data.
Jason Van HulseTaghi M. KhoshgoftaarAmri NapolitanoPublished in: ICMLA (2010)
Keyphrases
- filtering algorithm
- imbalanced data
- median filter
- noise reduction
- class imbalance
- linear regression
- ensemble methods
- feature selection
- image enhancement
- support vector machine
- class distribution
- decision trees
- signal to noise ratio
- svm classifier
- random forest
- sampling methods
- least squares
- classification models
- noise level
- training set
- image sequences
- ensemble classifier