Measuring relevance between discrete and continuous features based on neighborhood mutual information

Qinghua Hu, Lei Zhang, David Zhang, +3

Expert Systems with Applications

Continuous FeaturesImage AnalysisInformation RetrievalData ScienceData Mining +12

On Robust Fuzzy Rough Set Models

Qinghua Hu, Lei Zhang, Shuang An, +2

IEEE Transactions on Fuzzy Systems

Rough SetsFuzzy Rough SetsFuzzy LogicEngineeringFuzzy Computing +9

Soft fuzzy rough sets for robust feature evaluation and selection

Qinghua Hu, Shuang An, Daren Yu

Information Sciences

Fuzzy LogicImage AnalysisEngineeringData ScienceFuzzy Computing +6

An efficient gene selection technique for cancer recognition based on neighborhood mutual information

Qinghua Hu, Wei Pan, Shuang An, +2

International Journal of Machine Learning and Cybernetics

Functional GenomicsEngineeringData ScienceData MiningPattern Recognition +13

Development and application of an oligonucleotide microarray for the detection of food-borne bacterial pathogens

Wang Xinwei, Liang Zhang, Lianqun Jin, +5

Applied Microbiology and Biotechnology

Microbial PathogensPathogen DetectionMedicineFoodborne PathogensOligonucleotide Microarray +10

Relative Fuzzy Rough Approximations for Feature Selection and Classification

Shuang An, Enhui Zhao, Changzhong Wang, +3

IEEE Transactions on Cybernetics

Fuzzy LogicEngineeringMachine LearningData ScienceData Mining +10

Probability granular distance-based fuzzy rough set model

Shuang An, Qinghua Hu, Changzhong Wang

Applied Soft Computing

Fuzzy LogicEngineeringData ScienceData MiningUncertainty Quantification +4

Data-Distribution-Aware Fuzzy Rough Set Model and its Application to Robust Classification

Shuang An, Qinghua Hu, Witold Pedrycz, +2

IEEE Transactions on Cybernetics

EngineeringMachine LearningIntelligent SystemsFuzzy Rough SetsData Science +16

Robust fuzzy rough classifiers

Qinghua Hu, Shuang An, Xiao Yu, +1

Fuzzy Sets and Systems

Fuzzy LogicEngineeringMachine LearningData ScienceData Mining +6

Fuzzy rough regression with application to wind speed prediction

Shuang An, Hong Shi, Qinghua Hu, +2

Information Sciences

MeteorologyFuzzy LogicEngineeringCivil EngineeringFuzzy Rough Regression +3