Appointment: Associate Professor

Research topics:

• Machine Learning and Statistical Inference
• Learning with Unlabeled Data
• Meta and Ensemble learning
• Ontology for Knowledge Representation

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Unknown - 14.0 MB - MD5: d0d69f4f6f0bec9ffe273da188fc6d93
AttnSleep (Nanyang Technological University)
Mar 8, 2022
This Dataverse is for TNSRE work: "An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG" published in the IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2021.
Mar 8, 2022 - AttnSleep
Eldele, Emadeldeen, 2022, "Preprocessed Sleep-EDF-20 dataset", https://doi.org/10.21979/N9/MA1AVG, DR-NTU (Data), V1
Preprocessed files of Sleep-EDF dataset used in AttnSleep work https://ieeexplore.ieee.org/document/9417097
Unknown - 9.6 MB - MD5: 52fdeb28ddd9919f25ffc77b8886a07d
Unknown - 12.9 MB - MD5: 7573f4ec87b0cc7234b62de9ecb84fcb
Unknown - 12.6 MB - MD5: 795d975a1eed1bf34cb8ae2778fc6604
Unknown - 13.6 MB - MD5: e499b9671d63f07bdcefd76e0ba2f0ae
Unknown - 11.7 MB - MD5: 3f69ca8b76176c58cae3dd89150a6a16
Unknown - 11.6 MB - MD5: da35a21d510848f0e23c98ea94297e63
Unknown - 10.9 MB - MD5: f25395d4da774fb7b7f8690be1d7c3d1
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