Omar Bahri

24 papers B 11C 6Journal 4Unranked 3
YearRankTypeTitle / Venue / Authors
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
Diverse and Plausible Counterfactual Explanations for Time Series via Latent Space Optimization.
DSAA
Peiyu Li, Omar Bahri, Pouya Hosseinzadeh, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2025 B conf
Improving Causal Feasibility in Counterfactual Explanations for Multivariate Time Series Classification.
IEEE Big Data
Omar Bahri, Peiyu Li, Pouya Hosseinzadeh, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
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 — 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 — 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
Info-CELS: Informative Saliency Map Guided Counterfactual Explanation.
CoRR
Peiyu Li, Omar Bahri, Pouya Hosseinzadeh, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2024 C conf
M-CELS: Counterfactual Explanation for Multivariate Time Series Data Guided by Learned Saliency Maps.
ICMLA
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
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 B conf
Reliable Time Series Counterfactual Explanations Guided by ShapeDBA.
IEEE Big Data
Peiyu Li, Pouya Hosseinzadeh, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
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 B conf
Attention-Based Counterfactual Explanation for Multivariate Time Series.
DaWaK
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2023 B conf
CELS: Counterfactual Explanations for Time Series Data via Learned Saliency Maps.
IEEE Big Data
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
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
Multiloss-Based Optimization for Time Series Data Augmentation.
IEEE Big Data
Omar Bahri, Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2023 C conf
Shapelet-Preserving Bootstrapping For Time Series Data Augmentation.
ICMLA
Omar Bahri, Peiyu Li, Pouya Hosseinzadeh, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2022 C conf
Fast Counterfactual Explanation for Solar Flare Prediction.
ICMLA
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2022 — conf
Physics-Informed Neural Networks for Solar Wind Prediction.
ICPR Workshops (3)
Rob Johnson, Soukaïna Filali Boubrahimi, Omar Bahri, Shah Muhammad Hamdi
2022 B conf
SG-CF: Shapelet-Guided Counterfactual Explanation for Time Series Classification.
IEEE Big Data
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
2022 J jnl
Shapelet-Based Counterfactual Explanations for Multivariate Time Series.
CoRR
Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
2022 B conf
Shapelet-based Temporal Association Rule Mining for Multivariate Time Series Classification.
IEEE Big Data
Omar Bahri, Peiyu Li, Soukaïna 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