Incremental Feature Selection Using a Conditional Entropy Based on Fuzzy Dominance Neighborhood Rough Sets

Binbin Sang, Hongmei Chen, Lei Yang, +2

IEEE Transactions on Fuzzy Systems

Incremental Feature SelectionData ClassificationFuzzy LogicEngineeringMachine Learning +12

A novel hybrid feature selection method considering feature interaction in neighborhood rough set

Jihong Wan, Hongmei Chen, Zhong Yuan, +3

Knowledge-Based Systems

EngineeringData ScienceData MiningPattern RecognitionFeature Engineering +5

Unsupervised attribute reduction for mixed data based on fuzzy rough sets

Zhong Yuan, Hongmei Chen, Tianrui Li, +3

Information Sciences

Fuzzy Rough SetsFuzzy LogicEngineeringFuzzy ComputingData Science +7

Outlier Detection Based on Fuzzy Rough Granules in Mixed Attribute Data

Zhong Yuan, Hongmei Chen, Tianrui Li, +2

IEEE Transactions on Cybernetics

Fuzzy LogicMixed Attribute DataEngineeringData ScienceData Mining +8

Neighborhood rough sets with distance metric learning for feature selection

Xiaoling Yang, Hongmei Chen, Tianrui Li, +2

Knowledge-Based Systems

Neighborhood Rough SetsMachine LearningData ScienceData MiningPattern Recognition +6

Multi-granulation method for information fusion in multi-source decision information system

Lei Yang, Weihua Xu, Xiaoyan Zhang, +1

International Journal of Approximate Reasoning

Decision FusionFuzzy LogicEngineeringInformation RetrievalData Science +9

Feature selection for dynamic interval-valued ordered data based on fuzzy dominance neighborhood rough set

Binbin Sang, Hongmei Chen, Lei Yang, +3

Knowledge-Based Systems

Fuzzy Multi-criteria Decision-makingFuzzy ComputingFuzzy LogicEngineeringData Science +4

Decision-theoretic rough set model of multi-source decision systems

Binbin Sang, Yanting Guo, Derong Shi, +1

International Journal of Machine Learning and Cybernetics

Mathematical ProgrammingDecision FusionEngineeringUncertainty QuantificationManagement +6

Feature Grouping and Selection With Graph Theory in Robust Fuzzy Rough Approximation Space

Jihong Wan, Hongmei Chen, Tianrui Li, +2

IEEE Transactions on Fuzzy Systems

Fuzzy LogicFuzzy SystemsGraph TheoryData ScienceData Mining +13

Dynamic interaction feature selection based on fuzzy rough set

Jihong Wan, Hongmei Chen, Tianrui Li, +2

Information Sciences

Fuzzy LogicEngineeringData MiningPattern RecognitionFeature Selection +4