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ORCIDHasan Al-Marzouqi
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2020 – today
- 2024
[j12]Alabi Bojesomo
, Panos Liatsis, Hasan Al-Marzouqi:
Deep Hypercomplex Networks for Spatiotemporal Data Processing: Parameter efficiency and superior performance [Hypercomplex Signal and Image Processing]. IEEE Signal Process. Mag. 41(3): 101-112 (2024)- [j11]Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis:
A Novel Transformer Network With Shifted Window Cross-Attention for Spatiotemporal Weather Forecasting. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 45-55 (2024) - 2023
- [j10]Alabi Bojesomo, Panos Liatsis, Hasan Al-Marzouqi:
Marine Debris Segmentation Using a Parameter Efficient Octonion-Based Architecture. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j9]Hasan Al-Marzouqi, Lyes Saad Saoud:
Semantic Labeling of High-Resolution Images Using EfficientUNets and Transformers. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j8]Manuel Alejandro Rodriguez Rivera, Hasan Al-Marzouqi, Panos Liatsis:
Multi-Label Retinal Disease Classification Using Transformers. IEEE J. Biomed. Health Informatics 27(6): 2739-2750 (2023) - 2022
- [j7]Lyes Saad Saoud, Hasan Al-Marzouqi, Ramy Hussein:
Household Energy Consumption Prediction Using the Stationary Wavelet Transform and Transformers. IEEE Access 10: 5171-5183 (2022) - [d1]Manuel Alejandro Rodriguez Rivera, Hasan Al-Marzouqi, Panagiotis Liatsis:
Multi-Label Retinal Disease (MuReD) Dataset. IEEE DataPort, 2022
- [i8]Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis:
SwinUNet3D - A Hierarchical Architecture for Deep Traffic Prediction using Shifted Window Transformers. CoRR abs/2201.06390 (2022) - [i7]Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai L. Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David P. Kreil, Sepp Hochreiter:
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. CoRR abs/2203.17070 (2022) - [i6]Hasan Al-Marzouqi, Lyes Saad Saoud:
Semantic Labeling of High Resolution Images Using EfficientUNets and Transformers. CoRR abs/2206.09731 (2022) - [i5]Manuel A. Rodríguez, Hasan Al-Marzouqi, Panos Liatsis:
Multi-Label Retinal Disease Classification using Transformers. CoRR abs/2207.02335 (2022) - [i4]Lyes Saad Saoud, Hasan Al-Marzouqi, Ramy Hussein:
Cascaded Deep Hybrid Models for Multistep Household Energy Consumption Forecasting. CoRR abs/2207.02589 (2022) - [i3]Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis:
A Novel Transformer Network with Shifted Window Cross-Attention for Spatiotemporal Weather Forecasting. CoRR abs/2208.01252 (2022) - 2021
- [j6]Lyes Saad Saoud, Hasan Al-Marzouqi, Mohamed Deriche:
Wind Speed Forecasting Using the Stationary Wavelet Transform and Quaternion Adaptive-Gradient Methods. IEEE Access 9: 127356-127367 (2021) - [c12]Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis:
Spatiotemporal Vision Transformer for Short Time Weather Forecasting. IEEE BigData 2021: 5741-5746 - [c11]Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis:
Spatiotemporal Swin-Transformer Network for Short Time Weather Forecasting. CIKM Workshops 2021 - [c10]Christian Eichenberger, Moritz Neun, Henry Martin, Pedro Herruzo, Markus Spanring, Yichao Lu, Sungbin Choi, Vsevolod Konyakhin, Nina Lukashina, Aleksei Shpilman, Nina Wiedemann, Martin Raubal, Bo Wang, Hai L. Vu, Reza Mohajerpoor, Chen Cai, Inhi Kim, Luca Hermes, Andrew Melnik, Riza Velioglu, Markus Vieth, Malte Schilling, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Jay Santokhi, Dylan Hillier, Yiming Yang, Joned Sarwar, Anna Jordan, Emil Hewage, David Jonietz, Fei Tang, Aleksandra Gruca, Michael Kopp, David P. Kreil, Sepp Hochreiter:
Traffic4cast at NeurIPS 2021 - Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes. NeurIPS (Competition and Demos) 2021: 97-112 - 2020
- [j5]Lyes Saad Saoud, Hasan Al-Marzouqi:
Metacognitive Sedenion-Valued Neural Network and its Learning Algorithm. IEEE Access 8: 144823-144838 (2020) - [c9]Mustafa Alfarhan, Mohamed Deriche, Ahmed Maalej, Ghassan AlRegib, Hasan Al-Marzouqi:
Multiple Events Detection In Seismic Structures Using A Novel U-Net Variant. ICIP 2020: 2900-2904 - [c8]Michael Kopp, David P. Kreil, Moritz Neun, David Jonietz, Henry Martin, Pedro Herruzo, Aleksandra Gruca, Ali Soleymani, Fanyou Wu, Yang Liu, Jingwei Xu, Jianjin Zhang, Jay Santokhi, Alabi Bojesomo, Hasan Al-Marzouqi, Panos Liatsis, Pak Hay Kwok, Qi Qi, Sepp Hochreiter:
Traffic4cast at NeurIPS 2020 ? yet more on theunreasonable effectiveness of gridded geo-spatial processes. NeurIPS (Competition and Demos) 2020: 325-343 - [i2]Alabi Bojesomo, Panos Liatsis, Hasan Al-Marzouqi:
Traffic flow prediction using Deep Sedenion Networks. CoRR abs/2012.03874 (2020)
2010 – 2019
- 2019
- [j4]Ali Zifan, Panos Liatsis, Hasan Al-Marzouqi:
Realistic forward and inverse model mesh generation for rapid three-dimensional thoracic electrical impedance imaging. Comput. Biol. Medicine 107: 97-108 (2019) - [j3]Hasan Al-Marzouqi, Yuting Hu, Ghassan AlRegib:
Texture retrieval using periodically extended and adaptive curvelets. Signal Process. Image Commun. 76: 252-260 (2019) - [i1]Hasan Al-Marzouqi, Yuting Hu, Ghassan AlRegib:
Texture retrieval using periodically extended and adaptive curvelets. CoRR abs/1905.09976 (2019) - 2018
- [j2]Hasan Al-Marzouqi:
Digital Rock Physics: Using CT Scans to Compute Rock Properties. IEEE Signal Process. Mag. 35(2): 121-131 (2018) - 2017
- [j1]Hasan Al-Marzouqi, Ghassan AlRegib:
Curvelet transform with learning-based tiling. Signal Process. Image Commun. 53: 24-39 (2017) - 2016
- [c7]Abdul Rahman Hafiz, Hasan Al-Marzouqi:
Efficient neural network training using curvelet features. IVMSP 2016: 1-5 - 2014
- [c6]Hasan Al-Marzouqi, Ghassan Al-Regib:
Texture similarity using periodically extended and adaptive curvelets. GlobalSIP 2014: 951-955 - 2013
- [c5]Hasan Al-Marzouqi, Ghassan Al-Regib:
Using the coefficient of variation to improve the sparsity of seismic data. GlobalSIP 2013: 630 - [c4]Hasan Al-Marzouqi, Ghassan Alregib:
Searching for the optimal curvelet tiling. ICASSP 2013: 1626-1630 - 2012
- [c3]Hasan Al-Marzouqi, Ghassan AlRegib:
Curvelet transform with adaptive tiling. Image Processing: Algorithms and Systems / Parallel Processing for Imaging Applications 2012: 82950F
2000 – 2009
- 2009
- [c2]Hasan Al-Marzouqi:
Data Clustering Using a Modified Kuwahara Filter. IJCNN 2009: 128-132 - 2007
- [c1]Hasan Al-Marzouqi, Jack H. Noble, Frank M. Warren, Robert F. Labadie, J. Michael Fitzpatrick, Benoit M. Dawant:
Planning a safe drilling path for cochlear implantation surgery using image registration techniques. Image-Guided Procedures 2007: 650933
Coauthor Index
aka: Panagiotis Liatsis
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