Emadeldeen Eldele

An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG

Emadeldeen Eldele, Zhenghua Chen, Chengyu Liu et al. · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2021 · 593 citations · Full text

Time-Series Representation Learning via Temporal and Contextual Contrasting

Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen et al. · 2021 · 496 citations · Full text

Structured Prediction, Engineering, Machine Learning +17

Conditional Contrastive Domain Generalization for Fault Diagnosis

Mohamed Ragab, Zhenghua Chen, Wenyu Zhang et al. · IEEE Transactions on Instrumentation and Measurement · 2022 · 153 citations

Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification

Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 147 citations

Self-Supervised Autoregressive Domain Adaptation for Time Series Data

Mohamed Ragab, Emadeldeen Eldele, Zhenghua Chen et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 73 citations · Full text