Search Results for author: Donghwa Shin

Found 2 papers, 1 papers with code

Sanity Check for External Clustering Validation Benchmarks using Internal Validation Measures

1 code implementation20 Sep 2022 Hyeon Jeon, Michael Aupetit, Donghwa Shin, Aeri Cho, SeokHyeon Park, Jinwook Seo

We then propose processes to generalize internal measures to fulfill these new axioms, and use them to extend the widely used Calinski-Harabasz index for between-dataset CLM evaluation.

Benchmarking Clustering

Contextual Outlier Interpretation

no code implementations28 Nov 2017 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.

feature selection Outlier Interpretation

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