Probabilistic K-means Clustering via Nonlinear Programming

Yujian Li, Bowen Liu, Zhaoying Liu +1

K-means is a classical clustering algorithm with wide applications. However, soft K-means, or fuzzy c-means at m=1, remains unsolved since 1981. To address this challenging open pr…