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Mohamed Ragab
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 37
Top Topics
Transfer Learning
Unlabeled Data
Domain Adaptation
Autoregressive
Top Venues
CoRR
IEEE Trans. Instrum. Meas.
Neurocomputing
Mach. Learn.
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Publications
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Wenyu Zhang
,
Qingmu Liu
,
Felix Ong Wei Cong
,
Mohamed Ragab
,
Chuan-Sheng Foo
Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias.
CoRR
(2024)
Mohamed Ragab
,
Peiliang Gong
,
Emadeldeen Eldele
,
Wenyu Zhang
,
Min Wu
,
Chuan-Sheng Foo
,
Daoqiang Zhang
,
Xiaoli Li
,
Zhenghua Chen
Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation.
CoRR
(2024)
Edward
,
Mohamed Ragab
,
Min Wu
,
Yuecong Xu
,
Zhenghua Chen
,
Abdulla Alseiari
,
Xiaoli Li
EverAdapt: Continuous Adaptation for Dynamic Machine Fault Diagnosis Environments.
CoRR
(2024)
Emadeldeen Eldele
,
Mohamed Ragab
,
Zhenghua Chen
,
Min Wu
,
Xiaoli Li
TSLANet: Rethinking Transformers for Time Series Representation Learning.
CoRR
(2024)
Mohamed Ragab
,
Emadeldeen Eldele
,
Zhenghua Chen
,
Min Wu
,
Chee-Keong Kwoh
,
Xiaoli Li
Self-Supervised Autoregressive Domain Adaptation for Time Series Data.
IEEE Trans. Neural Networks Learn. Syst.
35 (1) (2024)
Ziyan Wang
,
Mohamed Ragab
,
Wenmian Yang
,
Min Wu
,
Sinno Jialin Pan
,
Jie Zhang
,
Zhenghua Chen
Overcoming Negative Transfer by Online Selection: Distant Domain Adaptation for Fault Diagnosis.
CoRR
(2024)
Emadeldeen Eldele
,
Mohamed Ragab
,
Zhenghua Chen
,
Min Wu
,
Chee Keong Kwoh
,
Xiaoli Li
Contrastive Domain Adaptation for Time-Series Via Temporal Mixup.
IEEE Trans. Artif. Intell.
5 (3) (2024)
Mohamed Ragab
,
Emadeldeen Eldele
,
Min Wu
,
Chuan-Sheng Foo
,
Xiaoli Li
,
Zhenghua Chen
Source-Free Domain Adaptation with Temporal Imputation for Time Series Data.
KDD
(2023)
Cuong Manh Nguyen
,
Arun Raja
,
Le Zhang
,
Xun Xu
,
Balagopal Unnikrishnan
,
Mohamed Ragab
,
Kangkang Lu
,
Chuan-Sheng Foo
Diverse and consistent multi-view networks for semi-supervised regression.
Mach. Learn.
112 (7) (2023)
Emadeldeen Eldele
,
Mohamed Ragab
,
Zhenghua Chen
,
Min Wu
,
Chee Keong Kwoh
,
Xiaoli Li
Label-efficient Time Series Representation Learning: A Review.
CoRR
(2023)
Mohamed Ragab
,
Emadeldeen Eldele
,
Min Wu
,
Chuan-Sheng Foo
,
Xiaoli Li
,
Zhenghua Chen
Source-Free Domain Adaptation with Temporal Imputation for Time Series Data.
CoRR
(2023)
Emadeldeen Eldele
,
Mohamed Ragab
,
Zhenghua Chen
,
Min Wu
,
Chee-Keong Kwoh
,
Xiaoli Li
,
Cuntai Guan
Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification.
IEEE Trans. Pattern Anal. Mach. Intell.
45 (12) (2023)
Emadeldeen Eldele
,
Mohamed Ragab
,
Zhenghua Chen
,
Min Wu
,
Chee-Keong Kwoh
,
Xiaoli Li
,
Cuntai Guan
ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training.
IEEE Trans. Emerg. Top. Comput. Intell.
7 (1) (2023)
Hossam M. Farag
,
Mohamed Ragab
,
Cedomir Stefanovic
AA-DL: AoI-Aware Deep Learning Approach for D2D-Assisted Industrial IoT.
GCAIoT
(2023)
Mohamed Ragab
,
Emadeldeen Eldele
,
Wee Ling Tan
,
Chuan-Sheng Foo
,
Zhenghua Chen
,
Min Wu
,
Chee Keong Kwoh
,
Xiaoli Li
ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data.
ACM Trans. Knowl. Discov. Data
17 (8) (2023)
Qing Xu
,
Zhenghua Chen
,
Mohamed Ragab
,
Chao Wang
,
Min Wu
,
Xiaoli Li
Contrastive adversarial knowledge distillation for deep model compression in time-series regression tasks.
Neurocomputing
485 (2022)
Mostafa Salah
,
Osama A. Omer
,
Loay Hassan
,
Mohamed Ragab
,
Ammar Mostafa Hassan
,
Ahmed Abdelreheem
Beat-Based PPG-ABP Cleaning Technique for Blood Pressure Estimation.
IEEE Access
10 (2022)
Mohamed Ragab
,
Emadeldeen Eldele
,
Wee Ling Tan
,
Chuan-Sheng Foo
,
Zhenghua Chen
,
Min Wu
,
Chee Keong Kwoh
,
Xiaoli Li
ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data.
CoRR
(2022)
Emadeldeen Eldele
,
Mohamed Ragab
,
Zhenghua Chen
,
Min Wu
,
Chee Keong Kwoh
,
Xiaoli Li
CoTMix: Contrastive Domain Adaptation for Time-Series via Temporal Mixup.
CoRR
(2022)
Wenyu Zhang
,
Mohamed Ragab
,
Chuan-Sheng Foo
Domain Generalization via Selective Consistency Regularization for Time Series Classification.
ICPR
(2022)
Emadeldeen Eldele
,
Mohamed Ragab
,
Zhenghua Chen
,
Min Wu
,
Chee Keong Kwoh
,
Xiaoli Li
Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation.
CoRR
(2022)
Mohamed Ragab
,
Zhenghua Chen
,
Wenyu Zhang
,
Emadeldeen Eldele
,
Min Wu
,
Chee Keong Kwoh
,
Xiaoli Li
Conditional Contrastive Domain Generalization for Fault Diagnosis.
IEEE Trans. Instrum. Meas.
71 (2022)
Emadeldeen Eldele
,
Mohamed Ragab
,
Zhenghua Chen
,
Min Wu
,
Chee Keong Kwoh
,
Xiaoli Li
,
Cuntai Guan
Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification.
CoRR
(2022)
Wenyu Zhang
,
Mohamed Ragab
,
Chuan-Sheng Foo
Domain Generalization via Selective Consistency Regularization for Time Series Classification.
CoRR
(2022)
Mohamed Ragab
,
Zhenghua Chen
,
Min Wu
,
Chuan Sheng Foo
,
Chee Keong Kwoh
,
Ruqiang Yan
,
Xiaoli Li
Contrastive Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction.
IEEE Trans. Ind. Informatics
17 (8) (2021)
Mohamed Ragab
,
Zhenghua Chen
,
Min Wu
,
Chee Keong Kwoh
,
Ruqiang Yan
,
Xiaoli Li
Attention-based sequence to sequence model for machine remaining useful life prediction.
Neurocomputing
466 (2021)
Emadeldeen Eldele
,
Mohamed Ragab
,
Zhenghua Chen
,
Min Wu
,
Chee Keong Kwoh
,
Xiaoli Li
,
Cuntai Guan
Adversarial Domain Adaptation with Self-Training for EEG-based Sleep Stage Classification.
CoRR
(2021)
Mohamed Ragab
,
Zhenghua Chen
,
Min Wu
,
Haoliang Li
,
Chee-Keong Kwoh
,
Ruqiang Yan
,
Xiaoli Li
Adversarial Multiple-Target Domain Adaptation for Fault Classification.
IEEE Trans. Instrum. Meas.
70 (2021)
Wenyu Zhang
,
Mohamed Ragab
,
Ramón Sagarna
Robust Domain-Free Domain Generalization with Class-aware Alignment.
CoRR
(2021)
Wenyu Zhang
,
Mohamed Ragab
,
Ramón Sagarna
Robust Domain-Free Domain Generalization with Class-Aware Alignment.
ICASSP
(2021)
Mohamed Ragab
,
Emadeldeen Eldele
,
Zhenghua Chen
,
Min Wu
,
Chee-Keong Kwoh
,
Xiaoli Li
Self-supervised Autoregressive Domain Adaptation for Time Series Data.
CoRR
(2021)
Emadeldeen Eldele
,
Mohamed Ragab
,
Zhenghua Chen
,
Min Wu
,
Chee Keong Kwoh
,
Xiaoli Li
,
Cuntai Guan
Time-Series Representation Learning via Temporal and Contextual Contrasting.
CoRR
(2021)
Emadeldeen Eldele
,
Mohamed Ragab
,
Zhenghua Chen
,
Min Wu
,
Chee Keong Kwoh
,
Xiaoli Li
,
Cuntai Guan
Time-Series Representation Learning via Temporal and Contextual Contrasting.
IJCAI
(2021)
Mohamed Ragab
,
Zhenghua Chen
,
Min Wu
,
Chee-Keong Kwoh
,
Ruqiang Yan
,
Xiaoli Li
Attention Sequence to Sequence Model for Machine Remaining Useful Life Prediction.
CoRR
(2020)
Chao Jin
,
Mohamed Ragab
,
Khin Mi Mi Aung
Secure Transfer Learning for Machine Fault Diagnosis Under Different Operating Conditions.
ProvSec
(2020)
Mohamed Ragab
,
Zhenghua Chen
,
Min Wu
,
Chee Keong Kwoh
,
Xiaoli Li
Adversarial Transfer Learning for Machine Remaining Useful Life Prediction.
ICPHM
(2020)
Mohamed Ragab
,
Osama Ahmed Omer
,
Mohamed Abdel-Nasser
Compressive sensing MRI reconstruction using empirical wavelet transform and grey wolf optimizer.
Neural Comput. Appl.
32 (7) (2020)