13 citations · 19 across the 2 of their papers we have counts for
2 papers
cs.LG2022★ 6 cited
Sanity Check for External Clustering Validation Benchmarks using Internal Validation Measures
Hyeon Jeon, Michael Aupetit, DongHwa Shin +3
We address the lack of reliability in benchmarking clustering techniques based on labeled datasets. A standard scheme in external clustering validation is to use class labels as gr…
cs.LG2017★ 13 cited
Contextual Outlier Interpretation
Ninghao Liu, Donghwa Shin, Xia Hu
Outlier detection plays an essential role in many data-driven applications to identify isolated instances that are different from the majority. While many statistical learning and…