Search Results for author: Elia Van Wolputte

Found 3 papers, 0 papers with code

AD-MERCS: Modeling Normality and Abnormality in Unsupervised Anomaly Detection

no code implementations22 May 2023 Jonas Soenen, Elia Van Wolputte, Vincent Vercruyssen, Wannes Meert, Hendrik Blockeel

Moreover, by identifying patterns and conditions in (low-dimensional) subspaces, the anomaly detector can provide simple explanations of why something is considered an anomaly.

Unsupervised Anomaly Detection

COBRAS: Fast, Iterative, Active Clustering with Pairwise Constraints

no code implementations29 Mar 2018 Toon Van Craenendonck, Sebastijan Dumančić, Elia Van Wolputte, Hendrik Blockeel

This background knowledge is often obtained by allowing the clustering system to pose pairwise queries to the user: should these two elements be in the same cluster or not?

Clustering

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