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Spectral clustering has become one of the most popular modern clustering algorithms because it has "global" optimal solution compared with traditional clustering methods. In this paper, we propose a modified NJW algorithm which is based on matrix perturbation theory and can be easily implemented. In addition, the algorithm can estimate the parameter k and in turn achieve appropriate clusters...
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