Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods

Huanjing Wang, Qianxin Liang, John Hancock, +1

Journal Of Big Data

Fraud DetectionFeature Selection StrategiesEngineeringMachine LearningBiometrics +21

Choosing software metrics for defect prediction: an investigation on feature selection techniques

Kehan Gao, Taghi M. Khoshgoftaar, Huanjing Wang, +1

Software Practice and Experience

Software MaintenanceEngineeringSoftware MetricsSoftware SystemsSoftware Engineering +21

A high-energy-density supercapacitor with graphene–CMK-5 as the electrode and ionic liquid as the electrolyte

Zhibin Lei, Zong‐Huai Liu, Huanjing Wang, +3

Journal of Materials Chemistry A

EngineeringChemistryGraphene NanomeshesChemical EngineeringCarbon-based Material +14

Activation of graphene aerogel with phosphoric acid for enhanced electrocapacitive performance

Xiuxia Sun, Ping Kwong Cheng, Huanjing Wang, +4

Carbon

Materials ScienceGraphene NanomeshesChemical EngineeringPhosphoric AcidEngineering +6

Thin‐Sheet Carbon Nanomesh with an Excellent Electrocapacitive Performance

Huanjing Wang, Lei Zhi, Kaiqiang Liu, +5

Advanced Functional Materials

Materials ScienceEngineeringNanoporous MaterialCvd TimeNanomaterials +12

Creation of nanopores on graphene planes with MgO template for preparing high-performance supercapacitor electrodes

Huanjing Wang, Xiuxia Sun, Zong‐Huai Liu, +1

Nanoscale

A Comparative Study of Ensemble Feature Selection Techniques for Software Defect Prediction

Huanjing Wang, Taghi M. Khoshgoftaar, Amri Napolitano

Software MaintenanceEngineeringMachine LearningSoftware SystemsFeature Selection +18

Platelet CMK-5 as an Excellent Mesoporous Carbon to Enhance the Pseudocapacitance of Polyaniline

Zhibin Lei, Xiuxia Sun, Huanjing Wang, +2

ACS Applied Materials & Interfaces

EngineeringPure PaniElectrode-electrolyte InterfaceHybrid CapacitorExcellent Mesoporous Carbon +14

Evaluation of P38 MAPK Pathway as a Molecular Signature in Ulcerative Colitis

Xinmei Zhao, Bin Kang, Chaolan Lu, +8

Journal of Proteome Research

Chronic Inflammatory DiseasesImmunologyGastroenterologyPathologyImmune Regulation +17

A Comparative Study of Threshold-Based Feature Selection Techniques

Huanjing Wang, Taghi M. Khoshgoftaar, Jason Van Hulse

Software MaintenanceEngineeringBiometricsFeature ExtractionFeature Selection +21