A Novel Simplified Convolutional Neural Network Classification Algorithm of Motor Imagery EEG Signals Based on Deep Learning

Li Feng, Fan He, Fei Wang, +3

Applied Sciences

Convolutional Neural NetworkImage AnalysisEngineeringComputational NeurosciencePattern Recognition +12

Generative adversarial network with transformer generator for boosting ECG classification

Yi Xia, Yangyang Xu, Peng Chen, +2

Biomedical Signal Processing and Control

Data AugmentationEngineeringMachine LearningGenerative Adversarial NetworkGenerative Model +4

Transfer Learning Algorithm of P300-EEG Signal Based on XDAWN Spatial Filter and Riemannian Geometry Classifier

Feng Li, Yi Xia, Fei Wang, +3

Applied Sciences

Data ClassificationClassification MethodEngineeringMachine LearningData Science +13

AGCA: An Adaptive Graph Channel Attention Module for Steel Surface Defect Detection

Xin Xiang, Zenghui Wang, Jun Zhang, +3

IEEE Transactions on Instrumentation and Measurement

Convolutional Neural NetworkGraph Neural NetworkMachine VisionImage AnalysisMachine Learning +13

Unsupervised sleep staging system based on domain adaptation

Ranqi Zhao, Yi Xia, Yongliang Zhang

Biomedical Signal Processing and Control

Artificial IntelligenceEngineeringMachine LearningData SciencePredictive Analytics +4

Predicting freezing of gait in patients with Parkinson's disease by combination of Manually-Selected and deep learning features

Hua Sun, Qiang Ye, Yi Xia

Biomedical Signal Processing and Control

Gait AnalysisKinesiologyMachine LearningComputational NeuroscienceNeuroinformatics +7

Optimization enhanced genetic algorithm-support vector regression for the prediction of compound retention indices in gas chromatography

Jun Zhang, Chun-Hou Zheng, Yi Xia, +2

Neurocomputing

Search OptimizationEngineeringGas ChromatographyPredictive AnalyticsCompound Retention Indices +5

Visual Indoor Positioning Method Using Image Database

Yi Xia, Chundi Xiu, Dongkai Yang

Simple Visual IndoorMachine VisionImage AnalysisEngineeringPattern Recognition +11

Prediction of freezing of gait based on self-supervised pretraining via contrastive learning

Yi Xia, Hua Sun, Baifu Zhang, +2

Biomedical Signal Processing and Control

SAR speckle reduction using Laplace mixture model and spatial mutual information in the directionlet domain

Yixiang Lu, Qingwei Gao, Dong Sun, +2

Neurocomputing

RadarImage AnalysisEngineeringMedical ImagingSynthetic Aperture Radar +11