Noisy Data in Data Mining | Soft Computing and Intelligent
Furthermore, these methods are only designed to detect an specific type of noise and hence, the resulting data might not be perfect (X. Wu, X. Zhu, Mining with noise knowledge: Erroraware data mining, IEEE Transactions on Systems, Man, and Cybernetics 38 (2008) 917932 doi: /).