Replication on Affinity Propagation : Clustering by Passing Messages Between Data Points

Abstract

In this project, I choose the paper, Clustering by Passing Messages Between Data Points [1], published in Science 2007, as the work to replicate. In [1], a new clustering algorithm named Affinity Propagation is proposed. In my report, three research hypothesizes in this paper that are related to the performance, evaluation and scalability of the algorithm… (More)

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