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Mahdi Abdelguerfi
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Publications
- 2023
- [j15]Manisha Panta, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Maik C. Flanagin:
IterLUNet: Deep Learning Architecture for Pixel-Wise Crack Detection in Levee Systems. IEEE Access 11: 12249-12262 (2023) - [j14]Manisha Panta, Md. Tamjidul Hoque, Kendall N. Niles, Joe Tom, Mahdi Abdelguerfi, Maik Flanagin:
Deep Learning Approach for Accurate Segmentation of Sand Boils in Levee Systems. IEEE Access 11: 126263-126282 (2023) - [i5]Rasha Alshawi, Md. Tamjidul Hoque, Md Meftahul Ferdaus, Mahdi Abdelguerfi, Kendall N. Niles, Ken Prathak, Joe Tom, Jordan Klein, Murtada Mousa, Johny Javier Lopez:
Dual Attention U-Net with Feature Infusion: Pushing the Boundaries of Multiclass Defect Segmentation. CoRR abs/2312.14053 (2023) - 2022
- [j13]Daniel T. Murphy, Elias Ioup, Md. Tamjidul Hoque, Mahdi Abdelguerfi:
Residual Learning for Marine Mammal Classification. IEEE Access 10: 118409-118418 (2022) - [c29]Daniel T. Murphy, Elias Ioup, Christopher J. Michael, Md. Tamjidul Hoque, Mahdi Abdelguerfi:
Multi-Channel Residual Learning for Marine Mammal Vocalization Classification. IGARSS 2022: 2566-2569 - [c28]Manisha Panta, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Maik C. Flanagin:
Pixel-Level Crack Detection in Levee Systems: A Comparative Study. IGARSS 2022: 3059-3062 - 2021
- [i4]Pujan Pokhrel, Elias Ioup, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Julian Simeonov:
Forecasting Significant Wave Heights in Oceanic Waters. CoRR abs/2105.08583 (2021) - [i3]Pujan Pokhrel, Elias Ioup, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Julian Simeonov:
A LightGBM based Forecasting of Dominant Wave Periods in Oceanic Waters. CoRR abs/2105.08721 (2021) - 2020
- [c27]Pujan Pokhrel, Elias Ioup, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Julian Simeonov:
Forecasting Rogue Waves in Oceanic Waters. ICMLA 2020: 634-640 - [c26]Aditi Kuchi, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Maik C. Flanagin:
Levee-Crack Detection from Satellite or Drone Imagery Using Machine Learning Approaches. IGARSS 2020: 976-979 - [c25]Astha Sharma, Tamjidul Hoque, Elias Ioup, Mahdi Abdelguerfi:
Flight Data of Airplane for Wind Forecasting. IGARSS 2020: 1853-1856 - [i2]Pujan Pokhrel, Elias Ioup, Md. Tamjidul Hoque, Julian Simeonov, Mahdi Abdelguerfi:
Random Forest Classifier Based Prediction of Rogue waves on Deep Oceans. CoRR abs/2003.06431 (2020) - 2019
- [j12]Aditi Kuchi, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Maik Flanagin:
Machine learning applications in detecting sand boils from images. Array 3-4: 100012 (2019) - [j11]Corey Maryan, Md. Tamjidul Hoque, Christopher J. Michael, Elias Ioup, Mahdi Abdelguerfi:
Machine learning applications in detecting rip channels from images. Appl. Soft Comput. 78: 84-93 (2019) - [j10]Devin Joseph Frey, Avdesh Mishra, Md. Tamjidul Hoque, Mahdi Abdelguerfi, Thomas Soniat:
A Machine Learning Approach to Determine Oyster Vessel Behavior. Mach. Learn. Knowl. Extr. 1(1): 64-74 (2019)
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