Search Results for author: Robson L. F. Cordeiro

Found 2 papers, 0 papers with code

McCatch: Scalable Microcluster Detection in Dimensional and Nondimensional Datasets

no code implementations12 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?

C-AllOut: Catching & Calling Outliers by Type

no code implementations13 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.

Outlier Detection TAG +1

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