Package elki.clustering.optics

Class DeLiClu<V extends NumberVector>

  • Type Parameters:
    V - the type of NumberVector handled by this Algorithm
    All Implemented Interfaces:
    Algorithm, OPTICSTypeAlgorithm
    @Title("DeliClu: Density-Based Hierarchical Clustering")
@Description("Hierachical algorithm to find density-connected sets in a database based on the parameter \'minpts\'.")
@Reference(authors="Elke Achtert, Christian B\u00f6hm, Peer Kr\u00f6ger",
           title="DeLiClu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair Ranking",
           booktitle="Proc. 10th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD 2006)",
           url="https://doi.org/10.1007/11731139_16",
           bibkey="DBLP:conf/pakdd/AchtertBK06")
public class DeLiClu<V extends NumberVector>
extends java.lang.Object
implements OPTICSTypeAlgorithm
    DeliClu: Density-Based Hierarchical Clustering

    A hierarchical algorithm to find density-connected sets in a database, closely related to OPTICS but exploiting the structure of a R-tree for acceleration.

    Reference:

    Elke Achtert, Christian Böhm, Peer Kröger
    DeLiClu: Boosting Robustness, Completeness, Usability, and Efficiency of Hierarchical Clustering by a Closest Pair Ranking
    Proc. 10th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD 2006)

    Since:
    0.1
    Author:
    Elke Achtert