Class RVEstimator

  • All Implemented Interfaces:
    DistanceBasedIntrinsicDimensionalityEstimator, IntrinsicDimensionalityEstimator<java.lang.Object>

    @Reference(authors="L. Amsaleg, O. Chelly, T. Furon, S. Girard, M. E. Houle, K. Kawarabayashi, M. Nett",
               title="Estimating Local Intrinsic Dimensionality",
               booktitle="Proc. SIGKDD International Conference on Knowledge Discovery and Data Mining 2015",
               url="https://doi.org/10.1145/2783258.2783405",
               bibkey="DBLP:conf/kdd/AmsalegCFGHKN15")
    public class RVEstimator
    extends java.lang.Object
    implements DistanceBasedIntrinsicDimensionalityEstimator
    Regularly Varying Functions estimator of the intrinsic dimensionality

    Reference:

    L. Amsaleg, O. Chelly, T. Furon, S. Girard, M. E. Houle, K. Kawarabayashi, M. Nett
    Estimating Local Intrinsic Dimensionality
    Proc. SIGKDD Int. Conf. on Knowledge Discovery and Data Mining

    Since:
    0.7.0
    Author:
    Oussama Chelly