Soukaina Filali Boubrahimi

66 papers A* 1A 4B 12C 7Journal 22Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FlaPLeT: A full-stack web platform for end-to-end time series data processing and machine learning in solar flare prediction. SoftwareX MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2026	J	`jnl`	SolarGPT-QA: A Domain-Adaptive Large Language Model for Educational Question Answering in Space Weather and Heliophysics. CoRR Santosh Chapagain, MohammadReza EskandariNasab, Onur Vural, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2025	A	`conf`	AVATAR: Adversarial Autoencoders with Autoregressive Refinement for Time Series Generation. SDM MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2025	J	`jnl`	AVATAR: Adversarial Autoencoders with Autoregressive Refinement for Time Series Generation. CoRR MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2025	J	`jnl`	Advancing Hate Speech Detection with Transformers: Insights from the MetaHate. CoRR Santosh Chapagain, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2025	J	`jnl`	Advancing Minority Stress Detection with Transformers: Insights from the Social Media Datasets. CoRR Santosh Chapagain, Cory J. Cascalheira, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi, Jillian R. Scheer
2025	J	`jnl`	Advancing minority stress detection with transformers: insights from the social media datasets. Soc. Netw. Anal. Min. Santosh Chapagain, Cory J. Cascalheira, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi, Jillian R. Scheer
2025	B	`conf`	CACTUS: Cross-Aligned Counterfactual Explanation for Time Series Classification. DSAA Pouya Hosseinzadeh, Peiyu Li, Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2025	B	`conf`	Global Cross-Time Attention Fusion for Enhanced Solar Flare Prediction from Multivariate Time Series. IEEE Big Data Onur Vural, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2025	J	`jnl`	Global Cross-Time Attention Fusion for Enhanced Solar Flare Prediction from Multivariate Time Series. CoRR Onur Vural, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2025	A	`conf`	Pruning Strategies for Backdoor Defense in LLMs. CIKM Santosh Chapagain, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2025	J	`jnl`	Pruning Strategies for Backdoor Defense in LLMs. CoRR Santosh Chapagain, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2025	A*	`conf`	TIMED: Adversarial and Autoregressive Refinement of Diffusion-Based Time Series Generation. ICDM MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2025	J	`jnl`	TIMED: Adversarial and Autoregressive Refinement of Diffusion-Based Time Series Generation. CoRR MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024	B	`conf`	ACTS: Adaptive Counterfactual Explanations for Time Series Data Using Barycenters. IEEE Big Data Pouya Hosseinzadeh, Peiyu Li, Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2024	C	`conf`	ChronoGAN: Supervised and Embedded Generative Adversarial Networks for Time Series Generation. ICMLA MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024	J	`jnl`	ChronoGAN: Supervised and Embedded Generative Adversarial Networks for Time Series Generation. CoRR MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024	C	`conf`	Contrastive Representation Learning for Predicting Solar Flares from Extremely Imbalanced Multivariate Time Series Data. ICMLA Onur Vural, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024	J	`jnl`	Contrastive Representation Learning for Predicting Solar Flares from Extremely Imbalanced Multivariate Time Series Data. CoRR Onur Vural, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024	—	`conf`	Denoising Optimization-Based Counterfactual Explanations for Time Series Classification. ICPR (7) Omar Bahri, Peiyu Li, Pouya Hosseinzadeh, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2024	J	`jnl`	Discord-based counterfactual explanations for time series classification. Data Min. Knowl. Discov. Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2024	B	`conf`	EXCON: Extreme Instance-based Contrastive Representation Learning of Severely Imbalanced Multivariate Time Series for Solar Flare Prediction. IEEE Big Data Onur Vural, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024	J	`jnl`	EXCON: Extreme Instance-based Contrastive Representation Learning of Severely Imbalanced Multivariate Time Series for Solar Flare Prediction. CoRR Onur Vural, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024	C	`conf`	Enhancing Multivariate Time Series-Based Solar Flare Prediction with Multifaceted Preprocessing and Contrastive Learning. ICMLA MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024	J	`jnl`	Enhancing Multivariate Time Series-based Solar Flare Prediction with Multifaceted Preprocessing and Contrastive Learning. CoRR MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024	—	`conf`	FAT-LSTM: A Multimodal Data Fusion Model with Gating and Attention-Based LSTM for Time-Series Classification. ICPR (2) Pouya Hosseinzadeh, Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2024	J	`jnl`	Forest Proximities for Time Series. CoRR Ben Shaw, Jake S. Rhodes, Soukaina Filali Boubrahimi, Kevin R. Moon
2024	J	`jnl`	M-CELS: Counterfactual Explanation for Multivariate Time Series Data Guided by Learned Saliency Maps. CoRR Peiyu Li, Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2024	J	`jnl`	Predictive Insights into LGBTQ+ Minority Stress: A Transductive Exploration of Social Media Discourse. CoRR Santosh Chapagain, Yuxuan Zhao, T. K. Rohleen, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi, Ryan E. Flinn, Emily M. Lund, Dannie Klooster, Jillian R. Scheer, Cory J. Cascalheira
2024	B	`conf`	SeriesGAN: Time Series Generation via Adversarial and Autoregressive Learning. IEEE Big Data MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024	J	`jnl`	SeriesGAN: Time Series Generation via Adversarial and Autoregressive Learning. CoRR MohammadReza EskandariNasab, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2024	—	`conf`	Transformer Model for Multivariate Time Series Classification: A Case Study of Solar Flare Prediction. ICPR (24) Khaznah Alshammari, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2023	C	`conf`	Adversarial Attack Driven Data Augmentation for Time Series Classification. ICMLA Peiyu Li, Pouya Hosseinzadeh, Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2023	C	`conf`	End-to-End Attention/Transformer Model for Solar Flare Prediction from Multivariate Time Series Data. ICMLA Khaznah Alshammari, Kartik Saini, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2023	C	`conf`	METFORC: Classification with Meta-Learning and Multimodal Stratified Time Series Forest. ICMLA Pouya Hosseinzadeh, Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2023	B	`conf`	Motif Alignment for Time Series Data Augmentation. DaWaK Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2023	B	`conf`	Predicting Linguistically Sophisticated Social Determinants of Health Disparities with Neural Networks: The Case of LGBTQ+ Minority Stress. IEEE Big Data 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
2022	A	`conf`	Classifying Minority Stress Disclosure on Social Media with Bidirectional Long Short-Term Memory. ICWSM Cory J. Cascalheira, Shah Muhammad Hamdi, Jillian R. Scheer, Koustuv Saha, Soukaina Filali Boubrahimi, Munmun De Choudhury
2022	B	`conf`	Feature Selection from Multivariate Time Series Data: A Case Study of Solar Flare Prediction. IEEE Big Data Khaznah Alshammari, Shah Muhammad Hamdi, Soukaina Filali Boubrahimi
2022	—	`conf`	Forecasting Multivariate Time Series of the Magnetic Field Parameters of the Solar Events. AMLTS Khaznah Alshammari, Shah Muhammad Hamdi, Ali Ahsan Muhummad Muzaheed, Soukaina Filali Boubrahimi
2022	J	`jnl`	Motif-guided Time Series Counterfactual Explanations. CoRR Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2022	—	`conf`	Multivariate Time Series-based Solar Flare Prediction by Functional Network Embedding and Sequence Modeling. AMLTS Shah Muhammad Hamdi, Abu Fuad Ahmad, Soukaina Filali Boubrahimi
2022	J	`jnl`	Shapelet-Based Counterfactual Explanations for Multivariate Time Series. CoRR Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2022	C	`conf`	Temporal Rule-Based Counterfactual Explanations for Multivariate Time Series. ICMLA Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2021	J	`jnl`	Spatiotemporal event sequence discovery without thresholds. GeoInformatica Berkay Aydin, Soukaina Filali Boubrahimi, Ahmet Küçük, Bita Nezamdoust, Rafal A. Angryk
2020	J	`jnl`	Machine Learning in Heliophysics and Space Weather Forecasting: A White Paper of Findings and Recommendations. CoRR 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 G. 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 T. Stefan, Andrey Stejko, Yaireska Collado-Vega, Meiqi Wang, Yan Xu, Sijie Yu
2020	—	`conf`	On the Mining of the Minimal Set of Time Series Data Shapelets. IEEE BigData Soukaina Filali Boubrahimi, Shah Muhammad Hamdi, Ruizhe Ma, Rafal A. Angryk
2019	—	`conf`	Solar Pre-Flare Classification with Time Series Profiling. IEEE BigData Ruizhe Ma, Azim Ahmadzadeh, Soukaina Filali Boubrahimi, Manolis K. Georgoulis, Rafal A. Angryk
2019	A	`conf`	Tensor Decomposition-based Node Embedding. CIKM Shah Muhammad Hamdi, Soukaina Filali Boubrahimi, Rafal A. Angryk
2018	—	`conf`	Biomarker Detection from fMRI-Based Complete Functional Connectivity Networks. AIKE Shah Muhammad Hamdi, Berkay Aydin, Soukaina Filali Boubrahimi, Rafal A. Angryk, Lisa Crystal Krishnamurthy, Robin D. Morris
2018	—	`conf`	Heuristics Significance of Neuro-Ensemble-based Time Series Classification. IEEE BigData Soukaina Filali Boubrahimi, Rafal A. Angryk
2018	—	`conf`	Multivariate Time Series Nearest Neighbor Search: A Case Study on Solar Flare Prediction. AIKE Soukaina Filali Boubrahimi, Rafal A. Angryk
2018	B	`conf`	Neuro-Ensemble for Time Series Data Classification. DSAA Soukaina Filali Boubrahimi, Ruizhe Ma, Rafal A. Angryk
2018	—	`conf`	Neuro-Ensemble. AIKE Soukaina Filali Boubrahimi, Ruizhe Ma, Berkay Aydin, Rafal A. Angryk
2018	B	`conf`	Scalable kNN Search Approximation for Time Series Data. ICPR Soukaina Filali Boubrahimi, Ruizhe Ma, Berkay Aydin, Shah Muhammad Hamdi, Rafal A. Angryk
2018	—	`conf`	Segmentation of Time Series in Improving Dynamic Time Warping. IEEE BigData Ruizhe Ma, Azim Ahmadzadeh, Soukaina Filali Boubrahimi, Rafal A. Angryk
2018	—	`conf`	Tensor Decomposition for Neurodevelopmental Disorder Prediction. BI Shah Muhammad Hamdi, Yubao Wu, Soukaina Filali Boubrahimi, Rafal A. Angryk, Lisa Crystal Krishnamurthy, Robin D. Morris
2018	B	`conf`	Time Series Distance Density Cluster with Statistical Preprocessing. DaWaK Ruizhe Ma, Soukaina Filali Boubrahimi, Rafal A. Angryk
2017	—	`conf`	A time series classification-based approach for solar flare prediction. IEEE BigData Shah Muhammad Hamdi, Dustin Kempton, Ruizhe Ma, Soukaina Filali Boubrahimi, Rafal A. Angryk
2017	B	`conf`	An Integrated Solar Database (ISD) with Extended Spatiotemporal Querying Capabilities. SSTD Ahmet Küçük, Berkay Aydin, Soukaina Filali Boubrahimi, Dustin Kempton, Rafal A. Angryk
2017	—	`conf`	On the prediction of >100 MeV solar energetic particle events using GOES satellite data. IEEE BigData Soukaina Filali Boubrahimi, Berkay Aydin, Petrus C. Martens, Rafal A. Angryk
2017	—	`conf`	Solar flare prediction using multivariate time series decision trees. IEEE BigData Ruizhe Ma, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi, Rafal A. Angryk
2017	—	`conf`	Top-(R%, K) Spatiotemporal Event Sequence Mining. ICDM Workshops Berkay Aydin, Ahmet Küçük, Soukaina Filali Boubrahimi, Rafal A. Angryk
2016	—	`conf`	Filling the Gaps in Solar Big Data: Interpolation of Solar Filament Event Instances. BDCloud-SocialCom-SustainCom Soukaina Filali Boubrahimi, Berkay Aydin, Dustin Kempton, Sushant S. Mahajan, Rafal A. Angryk
2016	—	`conf`	SOLEV: a video generation framework for solar events from mixed data sources (demo paper). SIGSPATIAL/GIS Soukaina Filali Boubrahimi, Berkay Aydin, Dustin Kempton, Rafal A. Angryk
2016	—	`conf`	Spatio-temporal interpolation methods for solar events metadata. IEEE BigData Soukaina Filali Boubrahimi, Berkay Aydin, Dustin Kempton, Rafal A. Angryk