Data streams fast EM-fuzzy clustering based on Kohonen's self-learning

Abstract

In the paper soft probabilistic clustering algorithm of multidimensional data sets that are sequentially fed to processing in on-line mode is investigated. The proposed system solves the tasks of Data Stream Mining when classes are overlapped.