Machine Learning, Clustering, Convex Optimization, Computer Science, Artificial Intelligence.
the K-Means algorithm treats each data point with equally weighted importance, however, the POCS-based clustering algorithm, on the other hand, treats each data point with a different weight of importance which is directly proportional to the distance from the data point to the cluster prototype.