Graph-based Selective Outlier Ensembles

17 Apr 2018Hamed Sarvari • Carlotta Domeniconi • Giovanni Stilo

A problem with this approach is that poor components are likely to negatively affect the quality of the consensus result. To address this issue, alternatives have been explored in the literature to build selective classifier and cluster ensembles, where only a subset of the components contributes to the computation of the consensus. Only recently, the selection problem for outlier ensembles has been discussed.

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