Yue Zhao, Zain Nasrullah, Maciej K. Hryniewicki, Zheng 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. ...