Soukaina Filali Boubrahimi

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 34

Top Topics

Multivariate Time Series

Interpolation Methods

Top Venues

Publications

Pouya Hosseinzadeh, Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
METFORC: Classification with Meta-Learning and Multimodal Stratified Time Series Forest. ICMLA (2023)
Khaznah Alshammari, Kartik Saini, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
End-to-End Attention/Transformer Model for Solar Flare Prediction from Multivariate Time Series Data. ICMLA (2023)
Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
Motif Alignment for Time Series Data Augmentation. DaWaK (2023)
Peiyu Li, Pouya Hosseinzadeh, Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
Adversarial Attack Driven Data Augmentation for Time Series Classification. ICMLA (2023)
Cory J. Cascalheira, Santosh Chapagain, Ryan E. Flinn, Yuxuan Zhao, Soukaina Filali Boubrahimi, Dannie Klooster, Alejandra Gonzalez, Emily M. Lund, Danica Laprade, Jillian R. Scheer, Shah Muhammad Hamdi
Predicting Linguistically Sophisticated Social Determinants of Health Disparities with Neural Networks: The Case of LGBTQ+ Minority Stress. BigData (2023)
Khaznah Alshammari, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
Feature Selection from Multivariate Time Series Data: A Case Study of Solar Flare Prediction. Big Data (2022)
Cory J. Cascalheira, Shah Muhammad Hamdi, Jillian R. Scheer, Koustuv Saha, Soukaina Filali Boubrahimi, Munmun De Choudhury
Classifying Minority Stress Disclosure on Social Media with Bidirectional Long Short-Term Memory. ICWSM (2022)
Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
Motif-guided Time Series Counterfactual Explanations. CoRR (2022)
Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
Temporal Rule-Based Counterfactual Explanations for Multivariate Time Series. ICMLA (2022)
Khaznah Alshammari, Shah Muhammad Hamdi, Ali Ahsan Muhummad Muzaheed, Soukaina Filali Boubrahimi
Forecasting Multivariate Time Series of the Magnetic Field Parameters of the Solar Events. AMLTS (2022)
Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
Shapelet-Based Counterfactual Explanations for Multivariate Time Series. CoRR (2022)
Shah Muhammad Hamdi, Abu Fuad Ahmad, Soukaina Filali Boubrahimi
Multivariate Time Series-based Solar Flare Prediction by Functional Network Embedding and Sequence Modeling. AMLTS (2022)
Berkay Aydin, Soukaina Filali Boubrahimi, Ahmet Küçük, Bita Nezamdoust, Rafal A. Angryk
Spatiotemporal event sequence discovery without thresholds. GeoInformatica 25 (1) (2021)
Soukaina Filali Boubrahimi, Shah Muhammad Hamdi, Ruizhe Ma, Rafal A. Angryk
On the Mining of the Minimal Set of Time Series Data Shapelets. IEEE BigData (2020)
Gelu Nita, Manolis K. Georgoulis, Irina Kitiashvili, Viacheslav Sadykov, Enrico Camporeale, Alexander Kosovichev, Haimin Wang, Vincent Oria, Jason T. L. Wang, Rafal A. Angryk, Berkay Aydin, Azim Ahmadzadeh, Xiaoli Bai, Timothy Bastian, Soukaina Filali Boubrahimi, Bin Chen, Alisdair Davey, Sheldon Fereira, Gregory Fleishman, Dale Gary, Andrew Gerrard, Gregory Hellbourg, Katherine Herbert, Jack Ireland, Egor Illarionov, Natsuha Kuroda, Qin Li, Chang Liu, Yuexin Liu, Hyomin Kim, Dustin Kempton, Ruizhe Ma, Petrus C. Martens, Ryan M. McGranaghan, Edward Semones, John Stefan, Andrey Stejko, Yaireska Collado-Vega, Meiqi Wang, Yan Xu, Sijie Yu
Machine Learning in Heliophysics and Space Weather Forecasting: A White Paper of Findings and Recommendations. CoRR (2020)
Ruizhe Ma, Azim Ahmadzadeh, Soukaina Filali Boubrahimi, Manolis K. Georgoulis, Rafal A. Angryk
Solar Pre-Flare Classification with Time Series Profiling. IEEE BigData (2019)
Shah Muhammad Hamdi, Soukaina Filali Boubrahimi, Rafal A. Angryk
Tensor Decomposition-based Node Embedding. CIKM (2019)
Soukaina Filali Boubrahimi, Ruizhe Ma, Berkay Aydin, Rafal A. Angryk
Neuro-Ensemble. AIKE (2018)
Shah Muhammad Hamdi, Berkay Aydin, Soukaina Filali Boubrahimi, Rafal A. Angryk, Lisa Crystal Krishnamurthy, Robin D. Morris
Biomarker Detection from fMRI-Based Complete Functional Connectivity Networks. AIKE (2018)
Shah Muhammad Hamdi, Yubao Wu, Soukaina Filali Boubrahimi, Rafal A. Angryk, Lisa Crystal Krishnamurthy, Robin D. Morris
Tensor Decomposition for Neurodevelopmental Disorder Prediction. BI (2018)
Ruizhe Ma, Soukaina Filali Boubrahimi, Rafal A. Angryk
Time Series Distance Density Cluster with Statistical Preprocessing. DaWaK (2018)
Soukaina Filali Boubrahimi, Rafal A. Angryk
Heuristics Significance of Neuro-Ensemble-based Time Series Classification. IEEE BigData (2018)
Soukaina Filali Boubrahimi, Rafal A. Angryk
Multivariate Time Series Nearest Neighbor Search: A Case Study on Solar Flare Prediction. AIKE (2018)
Soukaina Filali Boubrahimi, Ruizhe Ma, Berkay Aydin, Shah Muhammad Hamdi, Rafal A. Angryk
Scalable kNN Search Approximation for Time Series Data. ICPR (2018)
Ruizhe Ma, Azim Ahmadzadeh, Soukaina Filali Boubrahimi, Rafal A. Angryk
Segmentation of Time Series in Improving Dynamic Time Warping. IEEE BigData (2018)
Soukaina Filali Boubrahimi, Ruizhe Ma, Rafal A. Angryk
Neuro-Ensemble for Time Series Data Classification. DSAA (2018)
Berkay Aydin, Ahmet Küçük, Soukaina Filali Boubrahimi, Rafal A. Angryk
Top-(R%, K) Spatiotemporal Event Sequence Mining. ICDM Workshops (2017)
Ruizhe Ma, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi, Rafal A. Angryk
Solar flare prediction using multivariate time series decision trees. IEEE BigData (2017)
Soukaina Filali Boubrahimi, Berkay Aydin, Petrus C. Martens, Rafal A. Angryk
100 MeV solar energetic particle events using GOES satellite data. IEEE BigData (2017)
Shah Muhammad Hamdi, Dustin Kempton, Ruizhe Ma, Soukaina Filali Boubrahimi, Rafal A. Angryk
A time series classification-based approach for solar flare prediction. IEEE BigData (2017)
Ahmet Küçük, Berkay Aydin, Soukaina Filali Boubrahimi, Dustin Kempton, Rafal A. Angryk
An Integrated Solar Database (ISD) with Extended Spatiotemporal Querying Capabilities. SSTD (2017)
Soukaina Filali Boubrahimi, Berkay Aydin, Dustin Kempton, Rafal A. Angryk
Spatio-temporal interpolation methods for solar events metadata. IEEE BigData (2016)
Soukaina Filali Boubrahimi, Berkay Aydin, Dustin Kempton, Sushant S. Mahajan, Rafal A. Angryk
Filling the Gaps in Solar Big Data: Interpolation of Solar Filament Event Instances. BDCloud-SocialCom-SustainCom (2016)
Soukaina Filali Boubrahimi, Berkay Aydin, Dustin Kempton, Rafal A. Angryk
SOLEV: a video generation framework for solar events from mixed data sources (demo paper). SIGSPATIAL/GIS (2016)