167 citations
- Dalian University of TechnologyCN14 papers
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Showing 2020 · cs.LGShow all
3 papers · 2 filters
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
Multi-view Low-rank Preserving Embedding: A Novel Method for Multi-view Representation
Xiangzhu Meng, Lin Feng, Huibing Wang
In recent years, we have witnessed a surge of interest in multi-view representation learning, which is concerned with the problem of learning representations of multi-view data. Wh…
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…