A Parallel Multiclassification Algorithm for Big Data Using an Extreme Learning Machine

Mingxing Duan, Kenli Li, Xiangke Liao, +1

IEEE Transactions on Neural Networks and Learning Systems

An efficient epistemic uncertainty analysis method using evidence theory

Zhi Zhang, Xiang Ruan, Mingxing Duan, +1

Computer Methods in Applied Mechanics and Engineering

ReliabilityEngineeringEvidence TheoryUncertainty QuantificationAutomated Reasoning +4

MLMSeg: A multi-view learning model for ultrasound thyroid nodule segmentation

Guanyuan Chen, Guanghua Tan, Mingxing Duan, +4

Computers in Biology and Medicine

Image AnalysisMachine LearningMedical ImagingData SciencePattern Recognition +12

A data balancing approach based on generative adversarial network

Lixiang Yuan, Siyang Yu, Zhibang Yang, +2

Future Generation Computer Systems

Artificial IntelligenceData Balancing ApproachEngineeringMachine LearningData Science +5

EGroupNet

Mingxing Duan, Kenli Li, Aijia Ouyang, +3

ACM Transactions on Multimedia Computing Communications and Applications

EngineeringMachine LearningBiometricsAdience BenchmarkAge Prediction +14

Selection and replacement algorithms for memory performance improvement in Spark

Mingxing Duan, Kenli Li

Concurrency and Computation Practice and Experience

Cluster ComputingEngineeringComputer ArchitectureRdds PartitionsMap-reduce +15

A Novel Hybrid Multi-Objective Population Migration Algorithm

Aijia Ouyang, Kenli Li, Xiongwei Fei, +2

International Journal of Pattern Recognition and Artificial Intelligence

EngineeringHybrid AlgorithmGood Point SetIntelligent OptimizationGenetic Algorithm +9

A Novel Multi-Sample Generation Method for Adversarial Attacks

Mingxing Duan, Kenli Li, Jiayan Deng, +2

ACM Transactions on Multimedia Computing Communications and Applications

Artificial IntelligenceEngineeringMachine LearningAutoencodersInformation Forensics +16

Features-Enhanced Multi-Attribute Estimation with Convolutional Tensor Correlation Fusion Network

Mingxing Duan, Kenli Li, Xiangke Liao, +2

ACM Transactions on Multimedia Computing Communications and Applications

EngineeringMachine LearningBiometricsFeature ExtractionFacial Image +16

DH-GAC: deep hierarchical context fusion network with modified geodesic active contour for multiple neurofibromatosis segmentation

Xiangqiong Wu, Guanghua Tan, Bin Pu, +2

Neural Computing and Applications