A Robust k-Means Clustering Algorithm Based on Observation Point Mechanism

Figure 1

Experimental results on synthetic data set #1 (the red ‘+’s are the cluster centers). (a) Normalized data. (b) Selected subset. (c) Clustering centers of k-means algorithm. (d) Clustering centers of our proposed algorithm.

(a)

(b)

(c)

(d)