no code implementations • 12 Mar 2024 • Braulio V. Sánchez Vinces, Robson L. F. Cordeiro, Christos Faloutsos
How could we have an outlier detector that works even with nondimensional data, and ranks together both singleton microclusters ('one-off' outliers) and nonsingleton microclusters by their anomaly scores?
no code implementations • 13 Oct 2021 • Guilherme D. F. Silva, Leman Akoglu, Robson L. F. Cordeiro
It is parameter-free and scalable, besides working only with pairwise similarities (or distances) when it is needed.