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Semi-supervised attribute reduction based on label distribution and label irrelevance
Information Fusion, 2023Jianhua Dai, Chucai Zhang
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Unsupervised attribute reduction for mixed data based on fuzzy rough sets
Information Sciences, 2021Zhong Yuan, Hongmei Chen, Zeng Yu
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A Global Search Algorithm for Attributes Reduction
2004Attributes reduction is a crucial problem in rough set application to data mining In this paper, we introduce the Universal RED problem model, or UniRED, which transforms the discrete attributes reduction problems on Boolean space into continuous global optimization problems on real space Based on this transformation, we develop a coordinate descent ...
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A Q-learning approach to attribute reduction
Applied Intelligence, 2022Yuxin Liu +5 more
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A novel approach to attribute reduction based on weighted neighborhood rough sets
Knowledge-Based Systems, 2021Eric C C Tsang +2 more
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An Acceleration Method for Attribute Reduction Based on Attribute Synthesis
2023Chengzhi Shi +4 more
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Exploring interactive attribute reduction via fuzzy complementary entropy for unlabeled mixed data
Pattern Recognition, 2022Zhong Yuan, Hongmei Chen
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Hypergraph-based attribute reduction of formal contexts in rough sets
Expert Systems With Applications, 2023Hua Mao, Shengyu Wang
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Parallel attribute reduction algorithms using MapReduce
Information Sciences, 2014Jin Qian, Duoqian Miao, Li Zhang
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An improved attribute reduction scheme with covering based rough sets
Applied Soft Computing Journal, 2015Changzhong Wang, Qinghua Hu
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