Class EpsilonNeighborPredicate<O>

  • Type Parameters:
    O - object type
    All Implemented Interfaces:
    NeighborPredicate<DoubleDBIDList>

    @Reference(authors="Martin Ester, Hans-Peter Kriegel, J\u00f6rg Sander, Xiaowei Xu",
               title="A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise",
               booktitle="Proc. 2nd Int. Conf. on Knowledge Discovery and Data Mining (KDD \'96)",
               url="http://www.aaai.org/Library/KDD/1996/kdd96-037.php",
               bibkey="DBLP:conf/kdd/EsterKSX96")
    public class EpsilonNeighborPredicate<O>
    extends java.lang.Object
    implements NeighborPredicate<DoubleDBIDList>
    The default DBSCAN and OPTICS neighbor predicate, using an epsilon-neighborhood.

    Reference:

    Martin Ester, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu
    A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise
    Proc. 2nd Int. Conf. on Knowledge Discovery and Data Mining (KDD '96)

    Since:
    0.5.0
    Author:
    Erich Schubert