POCS-based Clustering Algorithm. (arXiv:2208.08888v2 [cs.LG] UPDATED)

A novel clustering technique based on the projection onto convex set (POCS)
method, called POCS-based clustering algorithm, is proposed in this paper. The
proposed POCS-based clustering algorithm exploits a parallel projection method
of POCS to find appropriate cluster prototypes in the feature space. The
algorithm considers each data point as a convex set and projects the cluster
prototypes parallelly to the member data points. The projections are convexly
combined to minimize the objective function for data clustering purpose. The
performance …

algorithm arxiv clustering clustering algorithm