Firas Gerges

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Convolutional Neural Networks

Weakly Supervised

Top Venues

Publications

Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
Downscaling daily wind speed with Bayesian deep learning for climate monitoring. Int. J. Data Sci. Anal. 17 (4) (2024)
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
Long-term prediction of daily solar irradiance using Bayesian deep learning and climate simulation data. Knowl. Inf. Syst. 66 (1) (2024)
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
Deep Learning-Enabled Prediction of Daily Solar Irradiance from Simulated Climate Data. ICMLSC (2023)
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
Deep Learning-Based Downscaling of Temperatures for Monitoring Local Climate Change Using Global Climate Simulation Data. World Sci. Annu. Rev. Artif. Intell. 1 (2023)
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Ankit Darekar, Hani Nassif, Jason T. L. Wang
Bayesian Multi-head Convolutional Neural Networks with Bahdanau Attention for Forecasting Daily Precipitation in Climate Change Monitoring. ECML/PKDD (5) (2022)
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
A Novel Bayesian Deep Learning Approach to the Downscaling of Wind Speed with Uncertainty Quantification. PAKDD (3) (2022)
Yasser Abduallah, Jason T. L. Wang, Prianka Bose, Genwei Zhang, Firas Gerges, Haimin Wang
Forecasting the Disturbance Storm Time Index with Bayesian Deep Learning. FLAIRS (2022)
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
A Novel Deep Learning Approach to the Statistical Downscaling of Temperatures for Monitoring Climate Change. ICMLSC (2022)
Yasser Abduallah, Jason T. L. Wang, Prianka Bose, Genwei Zhang, Firas Gerges, Haimin Wang
A Deep Learning Approach to Dst Index Prediction. CoRR (2022)
Firas Gerges, Frank Shih, Danielle Azar
Automated Diagnosis of Acne and Rosacea using Convolution Neural Networks. AIPR (2021)
Firas Gerges, Germain Zouein, Danielle Azar
Genetic Algorithms with Local Optima Handling to Solve Sudoku Puzzles. ICCAI (2018)