HSNF: Hybrid sampling with two-step noise filtering for imbalanced data classification.
Lilong DuanWei XueXiaolei GuXiao LuoYongsheng HePublished in: Intell. Data Anal. (2023)
Keyphrases
- noise filtering
- imbalanced data classification
- noise reduction
- denoising
- filtering method
- noise detection
- post processing
- feature selection
- low signal to noise ratio
- active learning
- data preprocessing
- random sampling
- preprocessing step
- median filter
- sample size
- minority class
- multi class
- phase unwrapping
- preprocessing
- machine learning