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

Interactive and Complementary Feature Selection via Fuzzy Multigranularity Uncertainty Measures

Jihong Wan, Hongmei Chen, Tianrui Li, +3

IEEE Transactions on Cybernetics

EngineeringMachine LearningFeature SelectionFuzzy Multi-criteria Decision-makingData Science +16

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

A Robust Multilabel Feature Selection Approach Based on Graph Structure Considering Fuzzy Dependency and Feature Interaction

Tengyu Yin, Hongmei Chen, Zhong Yuan, +4

IEEE Transactions on Fuzzy Systems

Fuzzy LogicEngineeringMachine LearningData ScienceData Mining +11

A Novel Unsupervised Approach to Heterogeneous Feature Selection Based on Fuzzy Mutual Information

Zhong Yuan, Hongmei Chen, Pengfei Zhang, +2

IEEE Transactions on Fuzzy Systems

EngineeringMachine LearningFeature SelectionIntelligent SystemsData Science +14

Exploiting feature multi-correlations for multilabel feature selection in robust multi-neighborhood fuzzy <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si10.svg" display="inline" id="d1e4288"> <mml:mi>β</mml:mi> </mml:math> covering space

Tengyu Yin, Hongmei Chen, Jihong Wan, +3

Information Fusion

Multimodal federated learning: Concept, methods, applications and future directions

Wei Huang, Dexian Wang, Xiaocao Ouyang, +3

Information Fusion

Artificial IntelligenceEngineeringMachine LearningData ScienceFuture Directions +3

A novel quantum grasshopper optimization algorithm for feature selection

Dong Wang, Hongmei Chen, Tianrui Li, +2

International Journal of Approximate Reasoning

Quantum ScienceEngineeringQuantum ComputingQuantum Optimization AlgorithmPattern Recognition +3

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