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Soukaina Filali Boubrahimi
Soukaina Filali Boubrahimi
Department of Computer Science, Utah State University, Logan, Utah, USA
Geverifieerd e-mailadres voor usu.edu
Titel
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Multivariate time series dataset for space weather data analytics
RA Angryk, PC Martens, B Aydin, D Kempton, SS Mahajan, S Basodi, ...
Scientific data 7 (1), 227, 2020
712020
Solar flare prediction using multivariate time series decision trees
R Ma, SF Boubrahimi, SM Hamdi, RA Angryk
2017 IEEE International Conference on Big Data (Big Data), 2569-2578, 2017
302017
On the prediction of> 100 MeV solar energetic particle events using GOES satellite data
SF Boubrahimi, B Aydin, P Martens, R Angryk
2017 IEEE International Conference on Big Data (Big Data), 2533-2542, 2017
292017
Coronal Mass Ejection Data Clustering and Visualization of Decision Trees
RM Rafal Angryk, Soukaina Filali Boubrahimi
The AstroPhysical Journal Supplement Series 2018 (APJs), 2018
242018
Review of solar energetic particle models
K Whitman, R Egeland, IG Richardson, C Allison, P Quinn, J Barzilla, ...
Advances in Space Research, 2022
232022
Tensor decomposition for neurodevelopmental disorder prediction
SM Hamdi, Y Wu, SF Boubrahimi, R Angryk, LC Krishnamurthy, R Morris
International Conference on Brain Informatics, 339-348, 2018
232018
A time series classification-based approach for solar flare prediction
SM Hamdi, D Kempton, R Ma, SF Boubrahimi, RA Angryk
2017 IEEE International Conference on Big Data (Big Data), 2543-2551, 2017
232017
Spatio-temporal interpolation methods for solar events metadata
SF Boubrahimi, B Aydin, D Kempton, R Angryk
2016 IEEE International Conference on Big Data (Big Data), 3149-3157, 2016
202016
Spatiotemporal interpolation methods for solar event trajectories
SF Boubrahimi, B Aydin, MA Schuh, D Kempton, RA Angryk, R Ma
The Astrophysical Journal Supplement Series 236 (1), 23, 2018
142018
Filling the gaps in solar big data: Interpolation of solar filament event instances
SF Boubrahimi, B Aydin, D Kempton, SS Mahajan, R Angryk
2016 IEEE International Conferences on Big Data and Cloud Computing (BDCloud …, 2016
132016
Segmentation of time series in improving dynamic time warping
R Ma, A Ahmadzadeh, SF Boubrahimi, RA Angryk
2018 IEEE International Conference on Big Data (Big Data), 3756-3761, 2018
122018
Scalable knn search approximation for time series data
SF Boubrahimi, R Ma, B Aydin, SM Hamdi, R Angryk
2018 24th International Conference on Pattern Recognition (ICPR), 970-975, 2018
122018
Biomarker Detection from fMRI-based Complete Functional Connectivity Networks
SM Hamdi, B Aydin, SF Boubrahimi, R Angryk, LC Krishnamurthy, ...
Artificial Intelligence and Knowledge Engineering (AIKE), 2018
102018
SWAN-SF
R Angryk, P Martens, B Aydin, D Kempton, S Mahajan, S Basodi, ...
Harvard Dataverse, 2020
92020
On the Mining of the Minimal Set of Time Series Data Shapelets
SF Boubrahimi, SM Hamdi, R Ma, RA Angryk
IEEE International Conference on Big Data 2020, 2020
82020
Machine learning in heliophysics and space weather forecasting: a white paper of findings and recommendations
G Nita, M Georgoulis, I Kitiashvili, V Sadykov, E Camporeale, ...
arXiv preprint arXiv:2006.12224, 2020
72020
Spatiotemporal frequent pattern discovery from solar event metadata
B Aydin, R Angryk, S Filali Boubrahimi, SM Hamdi
AGU Fall meeting abstracts, SH34A-08, 2016
72016
ML-Based Streamflow Prediction in the Upper Colorado River Basin Using Climate Variables Time Series Data
P Hosseinzadeh, A Nassar, SF Boubrahimi, SM Hamdi
Hydrology 10 (2), 29, 2023
62023
On the mining of time series data counterfactual explanations using barycenters
S Filali Boubrahimi, SM Hamdi
Proceedings of the 31st ACM International Conference on Information …, 2022
62022
Shapelet-based counterfactual explanations for multivariate time series
O Bahri, SF Boubrahimi, SM Hamdi
arXiv preprint arXiv:2208.10462, 2022
62022
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