25 citations · 28 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 2 cited
Supervised Feature Subset Selection and Feature Ranking for Multivariate Time Series without Feature Extraction
Shuchu Han, Alexandru Niculescu-Mizil
We introduce supervised feature ranking and feature subset selection algorithms for multivariate time series (MTS) classification. Unlike most existing supervised/unsupervised feat…
cs.SI2017★ 25 cited
Nationality Classification Using Name Embeddings
Junting Ye, Shuchu Han, Yifan Hu +4
Nationality identification unlocks important demographic information, with many applications in biomedical and sociological research. Existing name-based nationality classifiers us…
cs.LG2017★ 1 cited
Automatically Redundant Features Removal for Unsupervised Feature Selection via Sparse Feature Graph
Shuchu Han, Hao Huang, Hong Qin
The redundant features existing in high dimensional datasets always affect the performance of learning and mining algorithms. How to detect and remove them is an important research…