Publications of Soukaina Filali Boubrahimi ordered by citations

A list of publications authored or co-authored by Soukaina Filali Boubrahimi, derived from the SAO/NASA Astrophysics Data System (ADS) and ordered by the numbers of citations.

Orcid ID: 0000-0001-5693-6383

16	Improving Solar Energetic Particle Event Prediction through Multivariate Time Series Data Augmentation Hosseinzadeh, Pouya, Filali Boubrahimi, Soukaina & Hamdi, Shah Muhammad, 2024, ApJS, 270, 31
14	Spatiotemporal Data Augmentation of MODIS-Landsat Water Bodies Using Adversarial Networks Filali Boubrahimi, Soukaina, Neema, Ashit, Nassar, Ayman, Hosseinzadeh, Pouya & Hamdi, Shah Muhammad, 2024, Water Resources Research, 60, e2023WR036342
13	ML-Based Streamflow Prediction in the Upper Colorado River Basin Using Climate Variables Time Series Data Hosseinzadeh, Pouya, Nassar, Ayman, Boubrahimi, Soukaina Filali & Hamdi, Shah Muhammad, 2023, Hydrology, 10, 29
11	Impacts of Data Preprocessing and Sampling Techniques on Solar Flare Prediction from Multivariate Time Series Data of Photospheric Magnetic Field Parameters EskandariNasab, MohammadReza, Hamdi, Shah Muhammad & Filali Boubrahimi, Soukaina, 2024, ApJS, 275, 6
8	Spatio-Temporal Graph Neural Networks for Streamflow Prediction in the Upper Colorado Basin Akkala, Akhila, Boubrahimi, Soukaina Filali, Hamdi, Shah Muhammad, Hosseinzadeh, Pouya & Nassar, Ayman, 2025, Hydrology, 12, 60
7	Coronal Mass Ejection Data Clustering and Visualization of Decision Trees Ma, Ruizhe, Angryk, Rafal A., Riley, Pete & Filali Boubrahimi, Soukaina, 2018, ApJS, 236, 14
5	Spatiotemporal Interpolation Methods for Solar Event Trajectories Filali Boubrahimi, Soukaina, Aydin, Berkay, Schuh, Michael A., Kempton, Dustin, Angryk, Rafal A. & Ma, Ruizhe, 2018, ApJS, 236, 23
5	Identifying Flare-indicative Photospheric Magnetic Field Parameters from Multivariate Time-series Data of Solar Active Regions Alshammari, Khaznah, Hamdi, Shah Muhammad & Filali Boubrahimi, Soukaina, 2024, ApJS, 271, 39
5	Toward Enhanced Prediction of High-Impact Solar Energetic Particle Events Using Multimodal Time Series Data Fusion Models Hosseinzadeh, Pouya, Filali Boubrahimi, Soukaina & Hamdi, Shah Muhammad, 2024, Space Weather, 22, e2024SW003982
5	Time-Series Feature Selection for Solar Flare Forecasting Velanki, Yagnashree, Hosseinzadeh, Pouya, Boubrahimi, Soukaina Filali & Hamdi, Shah Muhammad, 2024, Universe, 10, 373
5	Classification of Major Solar Flares from Extremely Imbalanced Multivariate Time Series Data Using Minimally Random Convolutional Kernel Transform Saini, Kartik, Alshammari, Khaznah, Hamdi, Shah Muhammad & Filali Boubrahimi, Soukaina, 2024, Universe, 10, 234
3	Enhancing Monthly Streamflow Prediction Using Meteorological Factors and Machine Learning Models in the Upper Colorado River Basin Thota, Saichand, Nassar, Ayman, Filali Boubrahimi, Soukaina, Hamdi, Shah Muhammad & Hosseinzadeh, Pouya, 2024, Hydrology, 11, 66
2	Solar Flare Prediction Using Multivariate Time Series of Photospheric Magnetic Field Parameters: A Comparative Analysis of Vector, Time Series, and Graph Data Representations Vural, Onur, Hamdi, Shah Muhammad & Boubrahimi, Soukaina Filali, 2025, Remote Sensing, 17, 1075
1	Evaluating Time-series Augmentation Techniques for Deep Learning–Based Solar Flare Prediction Li, Peiyu, Bahri, Omar, Filali Boubrahimi, Soukaïna & Hamdi, Shah Muhammad, 2025, ApJS, 280, 52
1	Combining Empirical and Physics-Based Models for Solar Wind Prediction Johnson, Rob, Filali Boubrahimi, Soukaina, Bahri, Omar & Hamdi, Shah Muhammad, 2024, Universe, 10, 191
0	Contrastive Representation Learning for Predicting Solar Flares from Extremely Imbalanced Multivariate Time Series Data Vural, Onur, Hamdi, Shah Muhammad & Boubrahimi, Soukaina Filali, 2024, 2024 International Conference on Machine Learning and Applications (ICMLA), p. 163
0	Predicting Solar Energetic Particle Events with Time Series Shapelets Bahri, Omar, Li, Peiyu, Filali Boubrahimi, Soukaïna & Hamdi, Shah Muhammad, 2025, ApJ, 980, 128
0	An End-to-end Ensemble Machine Learning Approach for Predicting High-impact Solar Energetic Particle Events Using Multimodal Data Hosseinzadeh, Pouya, Filali Boubrahimi, Soukaina & Hamdi, Shah Muhammad, 2025, ApJS, 277, 34
0	Improved Streamflow Forecasting Through SWE-Augmented Spatio-Temporal Graph Neural Networks Akkala, Akhila, Boubrahimi, Soukaina Filali, Hamdi, Shah Muhammad, Hosseinzadeh, Pouya & Nassar, Ayman, 2025, Hydrology, 12, 268