Abstract: ISOM, Outlier Mining Model Based on ICA ＆ SVM, is presented in this paper. This model transforms an observed multidimensional random vector into mutually independent components by ICA and estimates independent components＇ density function by SVM. Overcomi

Key words: Outlier, ICA（independent component analysis）, SVM（Support Vector Machine）, Estimation of density function