| 2025 | DSAA | Diverse and Plausible Counterfactual Explanations for Time Series via Latent Space Optimization. | Peiyu Li, Omar Bahri, Pouya Hosseinzadeh, Soukana Filali Boubrahimi, Shah Muhammad Hamdi |
| 2024 | ICMLA | M-CELS: Counterfactual Explanation for Multivariate Time Series Data Guided by Learned Saliency Maps. | Peiyu Li, Omar Bahri, Soukana Filali Boubrahimi, Shah Muhammad Hamdi |
| 2023 | DaWaK | Attention-Based Counterfactual Explanation for Multivariate Time Series. | Peiyu Li, Omar Bahri, Soukana Filali Boubrahimi, Shah Muhammad Hamdi |
| 2023 | ICMLA | Shapelet-Preserving Bootstrapping For Time Series Data Augmentation. | Omar Bahri, Peiyu Li, Pouya Hosseinzadeh, Soukana Filali Boubrahimi, Shah Muhammad Hamdi |
| 2022 | CIKM | On the Mining of Time Series Data Counterfactual Explanations using Barycenters. | Soukana Filali Boubrahimi, Shah Muhammad Hamdi |
| 2022 | ICMLA | Fast Counterfactual Explanation for Solar Flare Prediction. | Peiyu Li, Omar Bahri, Soukana Filali Boubrahimi, Shah Muhammad Hamdi |
| 2022 | ICPR | Physics-Informed Neural Networks for Solar Wind Prediction. | Rob Johnson, Soukana Filali Boubrahimi, Omar Bahri, Shah Muhammad Hamdi |
| 2022 | ICPR | Motif-Guided Time Series Counterfactual Explanations. | Peiyu Li, Soukana Filali Boubrahimi, Shah Muhammad Hamdi |
| 2021 | ICMLA | Time Series Data Augmentation using Time-Warped Auto-Encoders. | Shain Shahid Chowdhury, Soukana Filali Boubrahimi, Shah Muhammad Hamdi |
| 2021 | ICMLA | Shapelets-based Data Augmentation for Time Series Classification. | Peiyu Li, Soukana Filali Boubrahimi, Shah Muhammad Hamdi |
| 2021 | ICMLA | Sequence Model-based End-to-End Solar Flare Classification from Multivariate Time Series Data. | Ali Ahsan Muhummad Muzaheed, Shah Muhammad Hamdi, Soukana Filali Boubrahimi |
| 2019 | ICAISC | A Scalable Segmented Dynamic Time Warping for Time Series Classification. | Ruizhe Ma, Azim Ahmadzadeh, Soukana Filali Boubrahimi, Rafal A. Angryk |