4 citations · 6 across the 6 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
cs.LG2016
Detecting Unusual Input-Output Associations in Multivariate Conditional Data
Charmgil Hong, Milos Hauskrecht
Despite tremendous progress in outlier detection research in recent years, the majority of existing methods are designed only to detect unconditional outliers that correspond to un…
cs.LG2016★ 1 cited
Dealing with Class Imbalance using Thresholding
Charmgil Hong, Rumi Ghosh, Soundar Srinivasan
We propose thresholding as an approach to deal with class imbalance. We define the concept of thresholding as a process of determining a decision boundary in the presence of a tuna…