ECM — A Novel On-line, Evolving Clustering Method and Its Applications
Qun Song, Nikola Kirilov Kasabov · 2001
In this paper, an on-line, dynamic clustering method- ECM, Evolving Clustering Method, is proposed. The ECM is usually used for on-line systems, in which it performs an one-pass, maximum distance-based clustering process without any optimisation. The ECM can also be applied to off-line problems where a constrained minimisation is introduced.