Yuliang Ma

Classification of Motor Imagery EEG Signals with Support Vector Machines and Particle Swarm Optimization

Yuliang Ma, Xiaohui Ding, Qingshan She et al. · Computational and Mathematical Methods in Medicine · 2016 · 106 citations · Full text

Data Classification, Support Vector Machine, Classification Method +15

Driving Fatigue Detection from EEG Using a Modified PCANet Method

Yuliang Ma, Bin Chen, Rihui Li et al. · Computational Intelligence and Neuroscience · 2019 · 93 citations · Full text

Automotive Industry, Engineering, Machine Learning +20

Self-Supervised EEG Emotion Recognition Models Based on CNN

Xingyi Wang, Yuliang Ma, Jared Cammon et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2023 · 91 citations · Full text

Convolutional Neural Network, Cognitive Science, Human Life +15

Multisource Associate Domain Adaptation for Cross-Subject and Cross-Session EEG Emotion Recognition

Qingshan She, Chenqi Zhang, Feng Fang et al. · IEEE Transactions on Instrumentation and Measurement · 2023 · 86 citations

Cognitive Science, Engineering, Data Science +12

EEG-Based Driving Fatigue Detection Using a Two-Level Learning Hierarchy Radial Basis Function

Ziwu Ren, Rihui Li, Bin Chen et al. · Frontiers in Neurorobotics · 2021 · 61 citations · Full text