Clustering high-dimensional data

A comprehensive survey of clustering algorithms: State-of-the-art machine learning applications, taxonomy, challenges, and future research prospects

Absalom E. Ezugwu, Abiodun M. Ikotun, Olaide O. Oyelade, Laith Abualigah, Jeffrey O. Agushaka, Christopher Ifeanyi Eke, Andronicus A. Akinyelu

Citations: 869 • 2022

Supervised Dimension Reduction of Intrinsically Low-Dimensional Data

Nikos Vlassis, Yoichi Motomura, Ben Kröse

Citations: 53 • 2002

LVC: Local Variance-based Clustering

Rania Ibrahim, Ahmed Elbagoury, Mohamed S. Kamel, Fakhri Karray

Citations: 3 • 2016