Imbalanced Data Clustering using Equilibrium K-Means

Yudong He

Centroid-based clustering algorithms, such as hard K-means (HKM) and fuzzy K-means (FKM), have suffered from learning bias towards large clusters. Their centroids tend to be crowde…