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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11 to 20 of 26 Results
Processed version of C-MAPSS dataset
May 12, 2022
Ragab, Mohamed, 2022, "Processed version of C-MAPSS dataset", https://doi.org/10.21979/N9/FMUP9M, DR-NTU (Data), V1
C-MAPSS is a simulated turbofan engine dataset that consists of four data subsets with different operating conditions and fault modes denoted as FD001, FD002, FD003, and FD004.
Related data for GLIMG: Global and local item graphs for top-N recommender systems
Apr 23, 2022 - Lin Zhuoyi
Lin, Zhuoyi, 2022, "Related data for GLIMG: Global and local item graphs for top-N recommender systems", https://doi.org/10.21979/N9/NRRVDW, DR-NTU (Data), V2
GLIMG: Global and local item graphs for top-N recommender systems
Related Data for COMET: Convolutional Dimension Interaction for Collaborative Filtering
Apr 23, 2022 - Lin Zhuoyi
Lin, Zhuoyi, 2022, "Related Data for COMET: Convolutional Dimension Interaction for Collaborative Filtering", https://doi.org/10.21979/N9/TO2HBX, DR-NTU (Data), V2
Latent factor models play a dominant role among recommendation techniques. However, most of the existing latent factor models assume both historical interactions and embedding dimensions are independent of each other, and thus regrettably ignore the high-order interaction informa...
Preprocessed Epilepsy dataset
Mar 13, 2022 - TS-TCC_emadeldeen
Eldele, Emadeldeen, 2022, "Preprocessed Epilepsy dataset", https://doi.org/10.21979/N9/4PZQJ7, DR-NTU (Data), V2
Preprocessed files of Epilepsy dataset used in IJCAI-21 work "TS-TCC"
Preprocessed HAR dataset
Mar 13, 2022 - TS-TCC_emadeldeen
Eldele, Emadeldeen, 2022, "Preprocessed HAR dataset", https://doi.org/10.21979/N9/RMFXOX, DR-NTU (Data), V2
Preprocessed files of HAR dataset used in IJCAI-21 work "TS-TCC"
Preprocessed Sleep-EDF-78 dataset
Mar 8, 2022 - AttnSleep
Eldele, Emadeldeen, 2022, "Preprocessed Sleep-EDF-78 dataset", https://doi.org/10.21979/N9/EUHGHS, DR-NTU (Data), V1
Preprocessed files of Sleep-EDF-78 dataset used in AttnSleep work https://ieeexplore.ieee.org/document/9417097
Preprocessed SHHS1 dataset
Mar 8, 2022 - AttnSleep
Eldele, Emadeldeen, 2022, "Preprocessed SHHS1 dataset", https://doi.org/10.21979/N9/EAMYFO, DR-NTU (Data), V1
Preprocessed files of SHHS1 dataset used in AttnSleep work https://ieeexplore.ieee.org/document/9417097
Preprocessed Sleep-EDF-20 dataset
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
Preprocessed SLeep-EDF dataset
Mar 8, 2022 - TS-TCC_emadeldeen
Eldele, Emadeldeen, 2022, "Preprocessed SLeep-EDF dataset", https://doi.org/10.21979/N9/TITSXU, DR-NTU (Data), V1
Preprocessed files of Sleep-EDF dataset used in IJCAI-21 work "TS-TCC"
Preprocessed FD dataset
Mar 8, 2022 - TS-TCC_emadeldeen
Eldele, Emadeldeen, 2022, "Preprocessed FD dataset", https://doi.org/10.21979/N9/7KGPRI, DR-NTU (Data), V1
Preprocessed files of FD dataset used in IJCAI-21 work "TS-TCC"
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