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Density-based clustering

Common nearest neighbor clustering

  • O. Lemke  B. Keller, “Common Nearest Neighbor Clustering—A Benchmark,” Algorithms11, 19–21 (2018)
  • O. Lemke  B. G. Keller, “Density-based cluster algorithms for the identification of core sets,” J. Chem.  Phys.145, 164104 (2016)
  • B. Keller, X. Daura,  W. F. van Gunsteren, “Comparing geometric and kinetic cluster algorithms for molecular simulation data,” J. Chem.  Phys.132, 074110 (2010)

Software

Common Nearest Neighbor Clustering (CommonNNClustering) is part of the python package scikit-learn-extra