43 citations · 43 across the 1 of their papers we have counts for
3 papers · 1 filter
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-…
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…
Incorporating Feedback into Tree-based Anomaly Detection
Shubhomoy Das, Weng-Keen Wong, Alan Fern +2
Anomaly detectors are often used to produce a ranked list of statistical anomalies, which are examined by human analysts in order to extract the actual anomalies of interest. Unfor…