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Subspace Clustering Methods

  • Subspace search methods: Search various subspaces to find clusters
    • Bottom-up approaches
    • Top-down approaches
  • Correlation-based clustering methods
    • E.g., PCA based approaches
  • Bi-clustering methods
    • Optimization-based methods
    • Enumeration methods

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