Learning imbalanced datasets based on SMOTE and Gaussian distribution

Tingting Pan, Junhong Zhao, Wei Wu, +1

Information Sciences

Data ClassificationEngineeringMachine LearningData ScienceData Mining +6

Revealing the Hall-Petch relationship of Al0.1CoCrFeNi high-entropy alloy and its deformation mechanisms

Jie Yang, Junwei Qiao, Shengguo Ma, +3

Journal of Alloys and Compounds

Materials ScienceMaterials EngineeringEngineeringHall-petch RelationshipDeformation Mechanisms +8

Effects of grain refinement on the structure and properties of a CuAlMn shape memory alloy

Jie Yang, Q.Z. Wang, Fuxing Yin, +3

Materials Science and Engineering A

Materials ScienceMaterials EngineeringMagnetic Shape Memory AlloysEngineeringGrain Refinement +6

A New Oversampling Method Based on the Classification Contribution Degree

Zhenhao Jiang, Tingting Pan, Chao Zhang, +1

Symmetry

Data ClassificationClassification MethodEngineeringMachine LearningData Science +11

A modified gradient-based neuro-fuzzy learning algorithm and its convergence

Wei Wu, Long Li, Jie Yang, +1

Information Sciences

Fuzzy LogicEngineeringMachine LearningData ScienceNeuro-fuzzy System +3

Exceptional mechanical properties of ultra-fine grain AZ31 alloy by the combined processing of ECAP, rolling and EPT

Guangwei Zhao, Jianfeng Fan, Hua Zhang, +4

Materials Science and Engineering A

Materials EngineeringMaterials ScienceEngineeringMechanical EngineeringAlloy Design +8

Convergence of Cyclic and Almost-Cyclic Learning With Momentum for Feedforward Neural Networks

Jian Wang, Jie Yang, Wei Wu

IEEE Transactions on Neural Networks

EngineeringMachine LearningAlmost-cyclic LearningComputational Learning TheoryComputational Neuroscience +13

A hybrid prediction method based on empirical mode decomposition and multiple model fusion for chaotic time series

Lihong Tang, Yulong Bai, Jie Yang, +1

Chaos Solitons & Fractals

Forecasting MethodologyEngineeringNeural NetworkHigh-dimensional ChaosEmpirical Mode Decomposition +14

Microstructure evolution and mechanical properties of an AZ61 alloy processed with TS-ECAP and EPT

Zhaohui Shan, Jie Yang, Jianfeng Fan, +4

Materials Science and Engineering A

Materials EngineeringMaterials ScienceEngineeringMechanical PropertiesMechanical Engineering +9

Measuring dissimilarity between respiratory effort signals based on uniform scaling for sleep staging

Xi Long, Jie Yang, Tim Weysen, +4

Physiological Measurement

EngineeringMeasurementBiometricsWearable TechnologySleep Stages +17