Soukaina Filali Boubrahimi

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Shah Muhammad HamdiDepartment of Computer Science, Utah State University, Logan, UT, United States.Verified email at usu.edu
Rafal AngrykDistinguished Professor of Computer Science, Georgia State UniversityVerified email at cs.montana.edu
Berkay AydınAssistant Professor at Georgia State UniversityVerified email at cs.gsu.edu
Ruizhe MaUniversity of Massachusetts Lowell, Georgia State University, Northeastern UniversityVerified email at uml.edu
Dustin KemptonResearch Assistant Professor, Georgia State UniversityVerified email at gsu.edu
Azim AhmadzadehAssistant Professor, Department of Computer Science, University of Missouri-St. LouisVerified email at umsl.edu
Peiyu LiDepartment of Computer Science, Utah State UniversityVerified email at usu.edu
Omar BahriUtah State UniversityVerified email at usu.edu
Michael A. SchuhDept of Computer Science, Montana State UniversityVerified email at cs.montana.edu
Mahajan Sushant S.W. W. Hansen Experimental Physics Laboratory, Stanford UniversityVerified email at stanford.edu
Pouya HosseinzadehPh.D. Student & Research Assistant, Utah State University, Logan, Utah, USAVerified email at usu.edu
Sunitha BasodiTReNDS Center, Georgia State University, Georgia Institute of Technology and Emory UniversityVerified email at gsu.edu
Manolis K. GeorgoulisSenior Professional Staff, Johns Hopkins APLVerified email at jhuapl.edu
Xumin CaiGeorgia State UniversityVerified email at student.gsu.edu
Robin MorrisGeorgia State UniversityVerified email at gsu.edu
Lisa C. KrishnamurthyGeorgia State UniversityVerified email at gsu.edu
Ayman M. M. NassarPostdoctoral fellow III, Utah State UniversityVerified email at usu.edu
Ahmet KucukGeorgia State UniversityVerified email at student.gsu.edu
Yubao WuGeorgia State UniversityVerified email at gsu.edu
Cory J. CascalheiraPostdoctoral Fellow, VA Puget Sound Healthcare SystemVerified email at nmsu.edu

Soukaina Filali Boubrahimi

Department of Computer Science, Utah State University, Logan, Utah, USA

Verified email at usu.edu

Database Systems Data Mining Spatio-Temporal Interpolation Time Series Classification Time Series Clustering


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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	95	2020
Review of solar energetic particle prediction models K Whitman, R Egeland, IG Richardson, C Allison, P Quinn, J Barzilla, ... Advances in Space Research 72 (12), 5161-5242, 2023	36	2023
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	31	2017
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	29	2017
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	26	2017
Coronal Mass Ejection Data Clustering and Visualization of Decision Trees RM Rafal Angryk, Soukaina Filali Boubrahimi The AstroPhysical Journal Supplement Series 2018 (APJs), 2018	24	2018
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	23	2018
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	22	2016
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	16	2018
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	13	2016
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	12	2018
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	12	2018
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	11	2023
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	11	2018
Motif-guided time series counterfactual explanations P Li, SF Boubrahimi, SM Hamdi International Conference on Pattern Recognition, 203-215, 2022	10	2022
SWAN-SF R Angryk, P Martens, B Aydin, D Kempton, S Mahajan, S Basodi, ... Harvard Dataverse, 2020	9	2020
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	8	2022
Shapelet-based counterfactual explanations for multivariate time series O Bahri, SF Boubrahimi, SM Hamdi arXiv preprint arXiv:2208.10462, 2022	8	2022
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	8	2020
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	8	2020

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