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Emadeldeen Eldele
Emadeldeen Eldele
A*STAR, Singapore.
Verified email at ntu.edu.sg - Homepage
Title
Cited by
Cited by
Year
An attention-based deep learning approach for sleep stage classification with single-channel EEG
E Eldele, Z Chen, C Liu, M Wu, CK Kwoh, X Li, C Guan
IEEE Transactions on Neural Systems and Rehabilitation Engineering 29, 809-818, 2021
2842021
Time-Series Representation Learning via Temporal and Contextual Contrasting
E Eldele, M Ragab, Z Chen, M Wu, CK Kwoh, X Li, C Guan
International Joint Conferences on Artificial Intelligence (IJCAI'21), 2352 …, 2021
2672021
Conditional contrastive domain generalization for fault diagnosis
M Ragab, Z Chen, W Zhang, E Eldele, M Wu, CK Kwoh, X Li
IEEE Transactions on Instrumentation and Measurement 71, 1-12, 2022
392022
Adatime: A benchmarking suite for domain adaptation on time series data
M Ragab, E Eldele, WL Tan, CS Foo, Z Chen, M Wu, CK Kwoh, X Li
ACM Transactions on Knowledge Discovery from Data 17 (8), 1-18, 2023
342023
ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training
E Eldele, M Ragab, Z Chen, M Wu, CK Kwoh, X Li, C Guan
IEEE Transactions on Emerging Topics in Computational Intelligence, 2022
34*2022
Self-supervised autoregressive domain adaptation for time series data
M Ragab, E Eldele, Z Chen, M Wu, CK Kwoh, X Li
IEEE Transactions on Neural Networks and Learning Systems, 2022
312022
Self-supervised contrastive representation learning for semi-supervised time-series classification
E Eldele, M Ragab, Z Chen, M Wu, CK Kwoh, X Li, C Guan
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
212023
Label-efficient time series representation learning: A review
E Eldele, M Ragab, Z Chen, M Wu, CK Kwoh, X Li
arXiv preprint arXiv:2302.06433, 2023
102023
Contrastive domain adaptation for time-series via temporal mixup
E Eldele, M Ragab, Z Chen, M Wu, CK Kwoh, X Li
IEEE Transactions on Artificial Intelligence, 2023
8*2023
Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation
E Eldele, M Ragab, Z Chen, M Wu, CK Kwoh, X Li
IEEE Transactions on Neural Systems and Rehabilitation Engineering 31, 1333-1342, 2023
52023
Source-free domain adaptation with temporal imputation for time series data
M Ragab, E Eldele, M Wu, CS Foo, X Li, Z Chen
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
22023
ECGTransForm: Empowering adaptive ECG arrhythmia classification framework with bidirectional transformer
H El-Ghaish, E Eldele
Biomedical Signal Processing and Control 89, 105714, 2024
12024
Towards robust and label-efficient time series representation learning
EAIA Eldele
Nanyang Technological University, 2023
2023
Enhanced framework for miRNA target prediction
E Eldele, S ElGokhy, MT Saidahmed
International Conference on Computer Engineering and Systems (ICCES), 544-549, 2017
2017
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