A two-stage feature selection method for text categorization by using category correlation degree and latent semantic indexing

An extensive empirical study of feature selection metrics for text classification

George Forman · 2003 · 2.4K citations

Computing, Computer Science, Data Mining +13

A Fast Clustering-Based Feature Subset Selection Algorithm for High-Dimensional Data

Qinbao Song, Jingjie Ni, Guangtao Wang · IEEE Transactions on Knowledge and Data Engineering · 2011 · 666 citations

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A two-stage feature selection method for text categorization by using information gain, principal component analysis and genetic algorithm

Harun Uğuz · Knowledge-Based Systems · 2011 · 466 citations

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On Similarity Preserving Feature Selection

Zheng Zhao, Lei Wang, Huan Liu et al. · IEEE Transactions on Knowledge and Data Engineering · 2011 · 319 citations

Computing, Computer Science, Data Mining +8

A novel probabilistic feature selection method for text classification

Alper Kürşat Uysal, Serkan Günal · Knowledge-Based Systems · 2012 · 305 citations

Computing, Computer Science, Data Mining +13