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Emadeldeen Eldele
Emadeldeen Eldele
PhD student @ SCSE, NTU, 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
1112021
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
672021
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
7*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
52022
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
arXiv preprint arXiv:2203.08321, 2022
32022
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
32022
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
arXiv preprint arXiv:2208.06616, 2022
22022
CoTMix: Contrastive Domain Adaptation for Time-Series via Temporal Mixup
E Eldele, M Ragab, Z Chen, M Wu, CK Kwoh, X Li
arXiv preprint arXiv:2212.01555, 2022
2022
Self-supervised Learning for Label-Efficient Sleep Stage Classification: A Comprehensive Evaluation
E Eldele, M Ragab, Z Chen, M Wu, CK Kwoh, X Li
arXiv preprint arXiv:2210.06286, 2022
2022
Enhanced framework for miRNA target prediction
E Eldele, S El-Gokhy, MT Saidahmed
International Conference on Computer Engineering and Systems (ICCES), 544-549, 2017
2017
A Systematic Evaluation of Domain Adaptation Algorithms On Time Series Data
M Ragab, E Eldele, WL Tan, CS Foo, Z Chen, M Wu, C Kwoh, X Li
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