Scalable Rough Support Vector Clustering
S. Asharaf, SK Shevade, Narasimha Murty M · NOT FOUND REPOSITORY (Indian Institute of Science Bangalore) · 2006
In this paper a novel scalable soft support vector clustering algorithm is proposed. Here softness is imparted to Support Vector Clustering paradigm by employing rough set theory and scalability is achieved using Multi Sphere Support Vector Clustering method. Empirical results show that the proposed method gives meaningful cluster abstractions.