Dr Mohamed Allali

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Recent Creative, Scholarly Work and Publications

S. Perera, R. H. Maneja, M. Allali et al, “Time series decomposition of land surface temperature for long-term trend forecasting and impact on nesting sea turtle habitats in the Arabian Gulf,” Journal of Applied Meteorology and Climatology (JAMC), 2024, DOI: https://doi.org/10.1175/JAMC-D-24-0092.1

S. Perera, J. B. Fisher, M. Allali, H.M. El-Askary, “Linkages of the 2022 Unprecedented Global Heatwave Events to Triple-Dip La Niña,” IEEE IGARSS, Athens, Greece, July 7-12, 2024, DOI: 10.1109/IGARSS53475.2024.10641697

S. Mohammadi, M. Allali “Advancing Brain Tumor Segmentation with Spectral–Spatial Graph Neural Networks,” Journal of Applied Sciences, 2024, https://doi.org/10.3390/app14083424

F. Kurian, M. Allali “Detecting drifts in data streams using Kullback-Leibler (KL) divergence measure for data engineering applications," Journal of Data, Information and Management, 2024, DOI: https://doi.org/10.1007/s42488-024-00119-y

S. Ford, M. Allali “Using a constraint-based expert model to provide step-level feedback for user-inputted mathematics equations”, International Journal of Mathematical Education in Science and Technology, 2022, https://doi.org/10.1080/0020739X.2022.2035000

S. Perera, M. Allali, E. Linstead, H. M. El-Askary “Deriving Drought Vulnerability Index using Geographically Weighted Principal Component Analysis (GWPCA) and K-Means Clustering for Nile Basin”, IEEE IGARSS, Kuala Lumpur, Malaysia, July 17-22, 2022, DOI: 10.1109/IGARSS46834.2022.9883425

S. Perera, M. Allali, H. M. El-Askary, R. Thomas, N. Todorov, S. Fazli, “Examining El Nino–Southern Oscillation (ENSO) in an Ensemble View on the Arab Nations Utilizing Digital Signal Processing from 2010-2020”, American Geophysical Union, Fall Meeting, Dec. 9-13, 2022.

S. Perera, M. Allali, E. Linstead, H. M. El-Askary “Landuse Landcover Change Detection in the Mediterranean Region Using a Siamese Neural Network and Image Processing”, IEEE IGARSS, Brussels, Belgium, July 11-16, 2021.

J. A. Le, H. M. El-Askary, M. Allali, E. Sayed, H. Sweliem, T. C. Piechota, D. Struppa, “Characterizing el Niño-southern oscillation effects on the blue Nile yield and the Nile river basin precipitation using empirical mode decomposition”, Earth Systems and Environment, volume 4, 2020, pp. 699-711.

C. Martin and M. Allali, “Region Hiding for Image Inpainting via Single-Image Training of U-Net,” Int’l Conf. on Computational Science and Computational Intelligence (CSCI) Proceedings, pp. 622-629.

L. Wenzhao, H. M. El-Askary, M. A. Qurban, M. Allali and K. P. ManiKandan. "On the Drying Trends Over the MENA Countries Using Harmonic Analysis of the Enhanced Vegetation Index,” Advances in Remote Sensing and Geo Informatics Applications, Pages 243-245, Springer International Publishing, 2019.

L. Rodriguez, C. Rakovski, M. Allali, H. M. El-Askary, “Long-Term Variability of Gauged Precipitation Over California and Its Links to Circulation Patterns,” Patterns and Mechanisms of Climate, Paleoclimate and Paleoenvironmental Changes from Low-Latitude Regions, Pages 95-98, Springer International Publishing, 2019.

W. Li, H. M. El-Askary, M. Qurban, M. Allali, K. P. Manikandan, “On the drying trends over the MENA Countries using Harmonic Analysis of the Enhanced Vegetation Index,” First Conference of the Arabian Journal of Geosciences (CAJG-2018), Hammamet, Tunisia, Nov. 12-15, 2018.

L. Rodriguez, C. Rakovski, M. Allali, H. M. El-Askary, “Long-Term Ground Based Precipitation Data Analysis in California: Spatial and Temporal Variability,” First Conference of the Arabian Journal of Geosciences (CAJG-2018), Hammamet, Tunisia, Nov. 12-15, 2018.

K. Whitney, E. Scudiero, H. M. El-Askary, T. H. Skaggs, M. Allali, D. L. Corwin, "Validating the use of MODIS time series for salinity assessment over agricultural soils in California, USA," Ecological Indicators, Volume 93, October 2018, Pages 889-898, ISSN 1470-160X, https://doi.org/10.1016/j.ecolind.2018.05.069.

J. A. Le, H. M. El-Askary, M. Allali, D. C. Struppa, “Application of recurrent neural networks for drought projections in California”, Atmospheric Research, 2017, Volume 188, pp 100-106.

C. Martin and M. Allali, “Automatic Damaged Region Detection and Inpainting Method for Digital Images,” Int’l Conf. IP, Comp. Vision and Pattern Recognition Proceedings, IPCV16, pp 14-20.

C. Martin and M. Allali, “Utilizing Discrete Wavelet Decomposition as an Effective Alternative to Watermarking,” Int’l Conf. IP, Comp. Vision and Pattern Recognition Proceedings, IPCV15, pp 132-138.

Y. Aboel Fetouh, H. El-Askary, M. El Raey, M. Allali, W.A. Sprigg, and M. Kafatos, “Annual Patterns of Atmospheric Pollutions and Episodes over Cairo Egypt”, Advances in Meteorology Journal, in Press 2013, (17 pages).

H. El-Askary, M. Allali, C. Rakovski, A. Prasad, M. Kafatos, and D. Struppa, “Computational Methods for Climate Data”, WIREs: Computational Statistics Journal, WIREs Comput Stat 2012. doi: 10.1002/wics.1213. (Invited)

D. Bui and M. Allali, “The Bernoulli Family”, Chapman e-Research Journal, Vol. 2, No 2 (2011), pp. 65-75.

M. Allali, “Spherical Cap Discrepancy and Inequalities on the Sphere”, Journal of Mathematical Inequalities, Vol. 4, Issue 4, 2010.

M. Allali, “Linear Algebra and Image Processing”, International Journal of Mathematical Education in Science and Technology, Vol. 41, Issue 6, 2010, pp. 725-741.