Firas Gerges

12 papers Misc 1Journal 4Unranked 7
YearRankTypeTitle / Venue / Authors
2024 J jnl
Downscaling daily wind speed with Bayesian deep learning for climate monitoring.
Int. J. Data Sci. Anal.
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
2024 J jnl
Long-term prediction of daily solar irradiance using Bayesian deep learning and climate simulation data.
Knowl. Inf. Syst.
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
2023 J jnl
Deep Learning-Based Downscaling of Temperatures for Monitoring Local Climate Change Using Global Climate Simulation Data.
World Sci. Annu. Rev. Artif. Intell.
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
2023 — conf
Deep Learning-Enabled Prediction of Daily Solar Irradiance from Simulated Climate Data.
ICMLSC
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
2022 J jnl
A Deep Learning Approach to Dst Index Prediction.
CoRR
Yasser Abduallah, Jason T. L. Wang, Prianka Bose, Genwei Zhang, Firas Gerges, Haimin Wang
2022 — conf
A Novel Bayesian Deep Learning Approach to the Downscaling of Wind Speed with Uncertainty Quantification.
PAKDD (3)
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
2022 — conf
A Novel Deep Learning Approach to the Statistical Downscaling of Temperatures for Monitoring Climate Change.
ICMLSC
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
2022 — conf
Bayesian Multi-head Convolutional Neural Networks with Bahdanau Attention for Forecasting Daily Precipitation in Climate Change Monitoring.
ECML/PKDD (5)
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Ankit Darekar, Hani Nassif, Jason T. L. Wang
2022 — conf
Early Prediction of Movie Success Using Machine Learning and Evolutionary Computation.
ISCIT
Firas Gerges, Danielle Azar, Joseph Vybihal, Jason T. L. Wang
2022 Misc conf
Forecasting the Disturbance Storm Time Index with Bayesian Deep Learning.
FLAIRS
Yasser Abduallah, Jason T. L. Wang, Prianka Bose, Genwei Zhang, Firas Gerges, Haimin Wang
2021 — conf
Automated Diagnosis of Acne and Rosacea using Convolution Neural Networks.
AIPR
Firas Gerges, Frank Y. Shih, Danielle Azar
2018 — conf
Genetic Algorithms with Local Optima Handling to Solve Sudoku Puzzles.
ICCAI
Firas Gerges, Germain Zouein, Danielle Azar