Accelerated Fuzzy C-Means Clustering Based on New Affinity Filtering and Membership Scaling

Dong Li, Shuisheng Zhou, Witold Pedrycz

Fuzzy C-Means (FCM) is a widely used clustering method. However, FCM and its many accelerated variants have low efficiency in the mid-to-late stage of the clustering process. In th…