Empirical Case Studies in Attribute Noise Detection.
Taghi M. KhoshgoftaarJason Van HulsePublished in: IEEE Trans. Syst. Man Cybern. Part C (2009)
Keyphrases
- noise detection
- case study
- noise reduction
- median filter
- noise free
- data preprocessing
- impulse noise
- switching median filter
- reduction method
- random forest
- removal of impulse noise
- impulsive noise
- data cleaning
- real world
- signal to noise ratio
- preprocessing
- database
- locally adaptive
- data streams
- median filtering
- decision trees
- learning algorithm