Rushuang Zhou

EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG With an Application to Emotion Recognition

Zhen Liang, Rushuang Zhou, Li Zhang et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2021 · 101 citations · Full text

Valid Eeg Features, Engineering, Machine Learning +20

PR-PL: A Novel Prototypical Representation Based Pairwise Learning Framework for Emotion Recognition Using EEG Signals

Rushuang Zhou, Zhiguo Zhang, Hong Fu et al. · IEEE Transactions on Affective Computing · 2023 · 80 citations

Artificial Intelligence, Engineering, Machine Learning +26

EEGMatch: Learning With Incomplete Labels for Semisupervised EEG-Based Cross-Subject Emotion Recognition

Rushuang Zhou, Weishan Ye, Zhiguo Zhang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2024 · 24 citations

Semi-Supervised Learning for Multi-Label Cardiovascular Diseases Prediction: A Multi-Dataset Study

Rushuang Zhou, Lei Lü, Zijun Liu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 20 citations · Full text

Cross-individual affective detection using EEG signals with audio-visual embedding

Zhen Liang, Xihao Zhang, Rushuang Zhou et al. · Neurocomputing · 2022 · 12 citations