Multi-label retinal disease classification using transformers MA Rodríguez, H AlMarzouqi, P Liatsis IEEE Journal of Biomedical and Health Informatics 27 (6), 2739-2750, 2023 | 60 | 2023 |
Digital rock physics: Using CT scans to compute rock properties H Al-Marzouqi IEEE Signal Processing Magazine 35 (2), 121-131, 2018 | 49 | 2018 |
Household energy consumption prediction using the stationary wavelet transform and transformers LS Saoud, H Al-Marzouqi, R Hussein IEEE Access 10, 5171-5183, 2022 | 47 | 2022 |
Curvelet transform with learning-based tiling H Al-Marzouqi, G AlRegib Signal processing: Image communication 53, 24-39, 2017 | 29 | 2017 |
Traffic4cast at neurips 2020-yet more on the unreasonable effectiveness of gridded geo-spatial processes M Kopp, D Kreil, M Neun, D Jonietz, H Martin, P Herruzo, A Gruca, ... NeurIPS 2020 Competition and Demonstration Track, 325-343, 2021 | 26 | 2021 |
Wind speed forecasting using the stationary wavelet transform and quaternion adaptive-gradient methods LS Saoud, H Al-Marzouqi, M Deriche IEEE Access 9, 127356-127367, 2021 | 25 | 2021 |
Metacognitive sedenion-valued neural network and its learning algorithm LS Saoud, H Al-Marzouqi IEEE access 8, 144823-144838, 2020 | 21 | 2020 |
Traffic4cast at neurips 2021-temporal and spatial few-shot transfer learning in gridded geo-spatial processes C Eichenberger, M Neun, H Martin, P Herruzo, M Spanring, Y Lu, S Choi, ... NeurIPS 2021 Competitions and Demonstrations Track, 97-112, 2022 | 20 | 2022 |
Semantic Labeling of High Resolution Images Using EfficientUNets and Transformers H AlMarzouqi, LS Saoud IEEE Transactions on Geoscience and Remote Sensing, 2023 | 18 | 2023 |
A novel transformer network with shifted window cross-attention for spatiotemporal weather forecasting A Bojesomo, H AlMarzouqi, P Liatsis IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2023 | 16 | 2023 |
Spatiotemporal Vision Transformer for Short Time Weather Forecasting A Bojesomo, H Al-Marzouqi, P Liatsis 2021 IEEE International Conference on Big Data (Big Data), 5741-5746, 2021 | 14 | 2021 |
Spatiotemporal Swin-Transformer Network for Short Time Weather Forecasting. A Bojesomo, H Al-Marzouqi, P Liatsis, G Cong, M Ramanath CIKM workshops, 2021 | 14 | 2021 |
Multiple events detection in seismic structures using a novel U-Net variant M Alfarhan, M Deriche, A Maalej, G AlRegib, H Al-Marzouqi 2020 IEEE International Conference on Image Processing (ICIP), 2900-2904, 2020 | 13 | 2020 |
EPCI: A new tool for predicting absolute permeability from computed tomography images H Sun, H Al-Marzouqi, S Vega Geophysics 84 (3), F97-F102, 2019 | 13 | 2019 |
Colorectal cancer tissue classification using semi-supervised hypergraph convolutional network AB Bakht, S Javed, H AlMarzouqi, A Khandoker, N Werghi 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1306-1309, 2021 | 12 | 2021 |
Traffic flow prediction using deep sedenion networks A Bojesomo, P Liatsis, HA Marzouqi arXiv preprint arXiv:2012.03874, 2020 | 11 | 2020 |
Searching for partial discharge patterns for the identification of defects of insulation systems in AC rotating machines A Contin, H Al-Marzouqi 2009 IEEE Electrical Insulation Conference, 405-408, 2009 | 10 | 2009 |
SwinUNet3D--A Hierarchical Architecture for Deep Traffic Prediction using Shifted Window Transformers A Bojesomo, HA Marzouqi, P Liatsis arXiv preprint arXiv:2201.06390, 2022 | 8 | 2022 |
Thyroid nodule cell classification in cytology images using transfer learning approach AB Bakht, S Javed, R Dina, H Almarzouqi, A Khandoker, N Werghi Proceedings of the 12th International Conference on Soft Computing and …, 2021 | 8 | 2021 |
Texture retrieval using periodically extended and adaptive curvelets H Al-Marzouqi, Y Hu, G AlRegib Signal Processing: Image Communication 76, 252-260, 2019 | 8 | 2019 |