52 citations · 176 across the 8 of their papers we have counts for
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cs.LG2020★ 8 cited
Population structure-learned classifier for high-dimension low-sample-size class-imbalanced problem
Liran Shen, Meng Joo Er, Qingbo Yin
The Classification on high-dimension low-sample-size data (HDLSS) is a challenging problem and it is common to have class-imbalanced data in most application fields. We term this a…
cs.LG2020★ 33 cited
The classification for High-dimension low-sample size data
Liran Shen, Meng Joo Er, Qingbo Yin
Huge amount of applications in various fields, such as gene expression analysis or computer vision, undergo data sets with high-dimensional low-sample-size (HDLSS), which has putte…