18 citations · 73 across the 28 of their papers we have counts for
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cs.LG2016★ 1 cited
Multilevel Anomaly Detection for Mixed Data
Kien Do, Truyen Tran, Svetha Venkatesh
Anomalies are those deviating from the norm. Unsupervised anomaly detection often translates to identifying low density regions. Major problems arise when data is high-dimensional…
stat.ML2016★ 5 cited
Outlier Detection on Mixed-Type Data: An Energy-based Approach
Kien Do, Truyen Tran, Dinh Phung +1
Outlier detection amounts to finding data points that differ significantly from the norm. Classic outlier detection methods are largely designed for single data type such as contin…