New imbalanced bearing fault diagnosis method based on Sample-characteristic Oversampling TechniquE (SCOTE) and multi-class LS-SVM

Jianan Wei, Haisong Huang, Liguo Yao, +3

Applied Soft Computing

Fault DiagnosisEngineeringMulti-class Ls-svmClass ImbalanceDiagnosis +5

New imbalanced fault diagnosis framework based on Cluster-MWMOTE and MFO-optimized LS-SVM using limited and complex bearing data

Jianan Wei, Haisong Huang, Liguo Yao, +3

Engineering Applications of Artificial Intelligence

Fault DiagnosisEngineeringFault EstimationData ScienceData Mining +9

Grey wolf optimizer based on Aquila exploration method

Chi Ma, Haisong Huang, Qingsong Fan, +3

Expert Systems with Applications

Numerical AnalysisFirefly AlgorithmIntelligent OptimizationHybrid Optimization TechniqueGrey Wolf Optimizer

NI-MWMOTE: An improving noise-immunity majority weighted minority oversampling technique for imbalanced classification problems

Jianan Wei, Haisong Huang, Liguo Yao, +3

Expert Systems with Applications

Data ClassificationEngineeringMachine LearningData ScienceData Mining +7

An improved sparrow search algorithm based on quantum computations and multi-strategy enhancement

Rui Wu, Haisong Huang, Jianan Wei, +4

Expert Systems with Applications

Multi-strategy EnhancementQuantum ComputationsEngineeringQuantum ComputingLocal Search (Optimization) +5

Novel imbalanced fault diagnosis method based on generative adversarial networks with balancing serial CNN and Transformer (BCTGAN)

Hualin Chen, Jianan Wei, Haisong Huang, +3

Expert Systems with Applications

Fault DiagnosisSerial CnnEngineeringMachine LearningGenerative Adversarial Network +7

Review of resampling techniques for the treatment of imbalanced industrial data classification in equipment condition monitoring

Yage Yuan, Jianan Wei, Haisong Huang, +3

Engineering Applications of Artificial Intelligence

Data ClassificationCondition MonitoringEquipment Condition MonitoringEngineeringMachine Learning +13

Improved dwarf mongoose optimization algorithm using novel nonlinear control and exploration strategies

Shengwei Fu, Haisong Huang, Chi Ma, +3

Expert Systems with Applications

Novel Nonlinear ControlDwarf Mongoose OptimizationExploration Strategies

IA-SUWO: An Improving Adaptive semi-unsupervised weighted oversampling for imbalanced classification problems

Jianan Wei, Haisong Huang, Liguo Yao, +3

Knowledge-Based Systems

Data ClassificationClassification MethodEngineeringMachine LearningData Science +9

IMWMOTE: A novel oversampling technique for fault diagnosis in heterogeneous imbalanced data

Jiaxin Wang, Jianan Wei, Haisong Huang, +5

Expert Systems with Applications

Fault DiagnosisEngineeringData ScienceData MiningClass Imbalance +6