Research Article

Adaptive Initialization Method Based on Spatial Local Information for -Means Algorithm

Figure 2

Rationality analysis of the proposed two algorithms derived from the framework of AIF-SLI. The red points denote the candidates, the yellow triangles are the initial centers chosen from candidates, and the final centers (centers after clustering) are presented with green diamonds.
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(a) Candidates obtained by AIF-SLI- -NN
761468.fig.002b
(b) Candidates obtained by AIF-SLI- -Balls