most citedSanity Check for External Clustering Validation Benchmarks using Internal Validation Measures

6 citations · 6 across the 2 of their papers we have counts for

collaborators

2 papers

cs.HC2024

Efficiently Crowdsourcing Visual Importance with Punch-Hole Annotation

Minsuk Chang, Soohyun Lee, Aeri Cho +4

We introduce a novel crowdsourcing method for identifying important areas in graphical images through punch-hole labeling. Traditional methods, such as gaze trackers and mouse-base…

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…