Search Results for author: Md Amran Siddiqui

Found 2 papers, 1 papers with code

Incorporating Feedback into Tree-based Anomaly Detection

2 code implementations30 Aug 2017 Shubhomoy Das, Weng-Keen Wong, Alan Fern, Thomas G. Dietterich, Md Amran Siddiqui

Unfortunately, in realworld applications, this process can be exceedingly difficult for the analyst since a large fraction of high-ranking anomalies are false positives and not interesting from the application perspective.

Anomaly Detection

Sequential Feature Explanations for Anomaly Detection

no code implementations28 Feb 2015 Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich, Weng-Keen Wong

An SFE of an anomaly is a sequence of features, which are presented to the analyst one at a time (in order) until the information contained in the highlighted features is enough for the analyst to make a confident judgement about the anomaly.

Anomaly Detection

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