351 citations · 2k across the 89 of their papers we have counts for
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cs.LG2012
Towards Ultrahigh Dimensional Feature Selection for Big Data
Mingkui Tan, Ivor W. Tsang, Li Wang
In this paper, we present a new adaptive feature scaling scheme for ultrahigh-dimensional feature selection on Big Data. To solve this problem effectively, we first reformulate it…
cs.LG2012★ 27 cited
Discovering Support and Affiliated Features from Very High Dimensions
Yiteng Zhai, Mingkui Tan, Ivor Tsang +1
In this paper, a novel learning paradigm is presented to automatically identify groups of informative and correlated features from very high dimensions. Specifically, we explicitly…