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As an effective clustering method, Affinity Propagation (AP) has received extensive attentions. But its applications are seriously limited by two major deficiencies. Firstly, the ultimate exemplars and clusters are sensitive to a list of user-defined parameters called preferences. Secondly, it cannot deal with the nonspherical cluster issue. To solve these problems, an adaptive density distribution...
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