34 citations · 44 across the 3 of their papers we have counts for
4 papers
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…
Measuring and Explaining the Inter-Cluster Reliability of Multidimensional Projections
Hyeon Jeon, Hyung-Kwon Ko, Jaemin Jo +2
We propose Steadiness and Cohesiveness, two novel metrics to measure the inter-cluster reliability of multidimensional projection (MDP), specifically how well the inter-cluster str…
Interactive Visualization for Exploring Information Fragments in Software Repositories
Youngtaek Kim, Hyeon Jeon, Kiroong Choe +3
Software developers explore and inspect software repository data to obtain detailed information archived in the development history. However, developers who are not acquainted with…
Comparative Layouts Revisited: Design Space, Guidelines, and Future Directions
Sehi L'Yi, Jaemin Jo, Jinwook Seo
We present a systematic review on three comparative layouts (i.e., juxtaposition, superposition, and explicit-encoding) which are information visualization (InfoVis) layouts design…