4 citations · 5 across the 4 of their papers we have counts for
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cs.AI2017
Detection of Abnormal Input-Output Associations
Charmgil Hong, Siqi Liu, Milos Hauskrecht
We study a novel outlier detection problem that aims to identify abnormal input-output associations in data, whose instances consist of multi-dimensional input (context) and output…
cs.AI2015★ 4 cited
MCODE: Multivariate Conditional Outlier Detection
Charmgil Hong, Milos Hauskrecht
Outlier detection aims to identify unusual data instances that deviate from expected patterns. The outlier detection is particularly challenging when outliers are context dependent…