LSCP: Locally Selective Combination in Parallel Outlier Ensembles

4 Dec 2018Yue ZhaoZain NasrullahMaciej K. HryniewickiZheng Li

In unsupervised outlier ensembles, the absence of ground truth makes the combination of base outlier detectors a challenging task. Specifically, existing parallel outlier ensembles lack a reliable way of selecting competent base detectors, affecting accuracy and stability, during model combination... (read more)

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