Adaptive fuzzy C-means clustering algorithm
Wen Yu-peng · Journal of Jilin Institute of Chemical Technology · 2008
Fuzzy C-means algorithm requires the user to predefine the number of clusters(C);however,it is not always possible to know C a priori.Aiming at above problem,we propose the adaptive fuzzy C-means clustering algorithm,which use the previous cluster validity index to find the number of clusters.Testing of the proposed algorithm shows the superior effectiveness and feasibility without manual intervention.