31 citations · 34 across the 3 of their papers we have counts for
3 papers
stat.ME2015★ 3 cited
A New Reduced-Rank Linear Discriminant Analysis Method and Its Applications
Yue Selena Niu, Ning Hao, Bin Dong
We consider multi-class classification problems for high dimensional data. Following the idea of reduced-rank linear discriminant analysis (LDA), we introduce a new dimension reduc…
stat.ME2014
Sparsifying the Fisher Linear Discriminant by Rotation
Ning Hao, Bin Dong, Jianqing Fan
Many high dimensional classification techniques have been proposed in the literature based on sparse linear discriminant analysis (LDA). To efficiently use them, sparsity of linear…
cs.AI2005★ 31 cited
K-Histograms: An Efficient Clustering Algorithm for Categorical Dataset
Zengyou He, Xiaofei Xu, Shengchun Deng +1
Clustering categorical data is an integral part of data mining and has attracted much attention recently. In this paper, we present k-histogram, a new efficient algorithm for clust…