Intrinsic dimensionality
Vladimir Pestov · SIGSPATIAL Special · 2010
Nature of the concept . Intrinsic dimensionality of data does not refer to a single well-defined parameter, but rather a diverse family of parameters associated to a given similarity workload (X, d , U) and allowing to gauge the performance of various indexing schemes for similarity-based information retrieval.