A New Fuzzy C-means Based on Variable Weight
Aiguo Li · Journal of Changshu Institute of Technology · 2007
As a traditional fuzzy C-means(FCM) has its shortages, we present an improved algorithm: FCM_BVW.By improving the clustering objective function,the abilities of C-means to handle noise and to show the significance of each dimension in the samples for clustering effect are enhanced.And lastly,there is an experiment which makes the new FCM clearer.