A novel SMOTE-based resampling technique trough noise detection and the boosting procedure.
Fatih SaglamMehmet Ali CengizPublished in: Expert Syst. Appl. (2022)
Keyphrases
- noise detection
- noise reduction
- data preprocessing
- noise free
- switching median filter
- median filter
- impulsive noise
- random forest
- data mining
- impulse noise
- reduction method
- feature selection
- base classifiers
- data cleaning
- filtering algorithm
- locally adaptive
- ensemble learning
- multi class
- learning algorithm
- machine learning