Enhanced cultural algorithm to solve multi-objective attribute reduction based on rough set theory

Toward integrating feature selection algorithms for classification and clustering

Huan Liu, Lei Yu · IEEE Transactions on Knowledge and Data Engineering · 2005 · 2.7K citations

Engineering, Machine Learning, Feature Selection +16

A Survey on Evolutionary Computation Approaches to Feature Selection

Bing Xue, Mengjie Zhang, Will N. Browne et al. · IEEE Transactions on Evolutionary Computation · 2015 · 1.8K citations · Full text

Artificial Intelligence, Evolutionary Data Mining, Engineering +13

Clustering high-dimensional data

Hans‐Peter Kriegel, Peer Kröger, Arthur Zimek · ACM Transactions on Knowledge Discovery from Data · 2009 · 1.1K citations

Exact Problem Definition, Engineering, Machine Learning +16

Feature selection based on rough sets and particle swarm optimization

Xiangyang Wang, Jie Yang, Xiaolong Teng et al. · Pattern Recognition Letters · 2006 · 840 citations · Full text

Engineering, Data Science, Data Mining +6

Rough set theory and its applications

Zdzisław Pawlak · Journal of Telecommunications and Information Technology · 2002 · 329 citations · Full text

Possibility Theory, Fuzzy Logic, Rough Set Theory +14