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The demand of fast clustering increases rapidly as we keep collecting tremendously large amount of data in the last decade. In this paper, we propose a nonparametric and representative-based Sparse Self-Represented Network Map for fast clustering on large dataset. Each node in the network generates a heat map for the dataset by receiving stimulations from data within its Accepting Field. We developed...
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