Xue, Zhenxia; Shang, Youlin; Feng, Aifen - In: Mathematics and Computers in Simulation (MATCOM) 80 (2010) 9, pp. 1911-1921
This paper presents a fuzzy rough semi-supervised outlier detection (FRSSOD) approach with the help of some labeled samples and fuzzy rough C-means clustering. This method introduces an objective function, which minimizes the sum squared error of clustering results and the deviation from known...