2.4k citations · 3.4k across the 27 of their papers we have counts for
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cs.LG2016★ 1 cited
Challenges of Feature Selection for Big Data Analytics
Jundong Li, Huan Liu
We are surrounded by huge amounts of large-scale high dimensional data. It is desirable to reduce the dimensionality of data for many learning tasks due to the curse of dimensional…
cs.LG2016★ 2.4k cited
Feature Selection: A Data Perspective
Jundong Li, Kewei Cheng, Suhang Wang +4
Feature selection, as a data preprocessing strategy, has been proven to be effective and efficient in preparing data (especially high-dimensional data) for various data mining and…