Ragab, Mohamed

1. Time-Series Representation Learning via Temporal and Contextual Contrasting
   2021/06/26 by Emadeldeen Eldele, Eldele, Emadeldeen, Mohamed Ragab +11 · 33 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Time Series Analysis and Forecasting
2. TSLANet: Rethinking Transformers for Time Series Representation Learning
   2024/04/12 by Eldele, Emadeldeen, Ragab, Mohamed, Chen, Zhenghua +2 · 15 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. ADAST: Attentive Cross-domain EEG-based Sleep Staging Framework with Iterative Self-Training
   2021/07/09 by Eldele, Emadeldeen, Ragab, Mohamed, Chen, Zhenghua +4 · 5 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Source-Free Domain Adaptation with Temporal Imputation for Time Series Data
   2023/07/14 by Mohamed Ragab, Ragab, Mohamed, Emadeldeen Eldele +9 · 3 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research #Multimodal Machine Learning Applications
5. Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation
   2022/10/10 by Eldele, Emadeldeen, Ragab, Mohamed, Chen, Zhenghua +3 · 2 citations
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
6. Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias
   2024/03/17 by Zhang, Wenyu, Liu, Qingmu, Cong, Felix Ong Wei +2 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. I Can Find You in Seconds! Leveraging Large Language Models for Code Authorship Attribution
   2025/01/14 by Choi, Soohyeon, Tan, Yong Kiam, Meng, Mark Huasong +4 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
8. Deep Domain Adaptation for Turbofan Engine Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends
   2025/10/04 by Wang, Yucheng, Ragab, Mohamed, Hou, Yubo +3 · 1 citation
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)