https://www.selleckchem.com/pr....oducts/phorbol-12-my
Due to the corruptions or noises that existed in real-world data sets, the affinity graphs constructed by the classical spectral clustering-based subspace clustering algorithms may not be able to reveal the intrinsic subspace structures of data sets faithfully. In this article, we reconsidered the data reconstruction problem in spectral clustering-based algorithms and proposed the idea of ``relation reconstruction.'' We pointed out that a data sample could be represented by the neighborhood relation computed betw
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