46 citations · 145 across the 6 of their papers we have counts for
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cs.LG2018★ 1 cited
GLAD: GLocalized Anomaly Detection via Human-in-the-Loop Learning
Md Rakibul Islam, Shubhomoy Das, Janardhan Rao Doppa +1
Human analysts that use anomaly detection systems in practice want to retain the use of simple and explainable global anomaly detectors. In this paper, we propose a novel human-in-…
cs.LG2018★ 12 cited
Active Anomaly Detection via Ensembles
Shubhomoy Das, Md Rakibul Islam, Nitthilan Kannappan Jayakodi +1
In critical applications of anomaly detection including computer security and fraud prevention, the anomaly detector must be configurable by the analyst to minimize the effort on f…