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Emadeldeen Eldele
Emadeldeen Eldele
A*STAR, Singapore.
Geverifieerd e-mailadres voor ntu.edu.sg - Homepage
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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
3462021
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
3362021
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
532022
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
402023
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
382022
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
37*2022
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
342023
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
152023
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
142023
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
12*2023
ECGTransForm: Empowering adaptive ECG arrhythmia classification framework with bidirectional transformer
H El-Ghaish, E Eldele
Biomedical Signal Processing and Control 89, 105714, 2024
52024
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
42023
Tslanet: Rethinking transformers for time series representation learning
E Eldele, M Ragab, Z Chen, M Wu, X Li
arXiv preprint arXiv:2404.08472, 2024
22024
Towards robust and label-efficient time series representation learning
EAIA Eldele
Nanyang Technological University, 2023
12023
Evidentially Calibrated Source-Free Time-Series Domain Adaptation with Temporal Imputation
P Gong, M Ragab, E Eldele, W Zhang, M Wu, CS Foo, D Zhang, X Li, ...
arXiv preprint arXiv:2406.02635, 2024
2024
Hierarchical Classification Auxiliary Network for Time Series Forecasting
Y Sun, Z Xie, D Chen, E Eldele, Q Hu
arXiv preprint arXiv:2405.18975, 2024
2024
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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Artikelen 1–17