163 citations · 589 across the 42 of their papers we have counts for
3 papers · 1 filter
Schema Independent Relational Learning
Jose Picado, Arash Termehchy, Alan Fern +1
Learning novel concepts and relations from relational databases is an important problem with many applications in database systems and machine learning. Relational learning algorit…
A Meta-Analysis of the Anomaly Detection Problem
Andrew Emmott, Shubhomoy Das, Thomas Dietterich +2
This article provides a thorough meta-analysis of the anomaly detection problem. To accomplish this we first identify approaches to benchmarking anomaly detection algorithms across…
Sequential Feature Explanations for Anomaly Detection
Md Amran Siddiqui, Alan Fern, Thomas G. Dietterich +1
In many applications, an anomaly detection system presents the most anomalous data instance to a human analyst, who then must determine whether the instance is truly of interest (e…