Pouya Hosseinzadeh

11 papers B 5C 3Journal 1Unranked 2
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 — 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 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 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 C conf
Shapelet-Preserving Bootstrapping For Time Series Data Augmentation.
ICMLA
Omar Bahri, Peiyu Li, Pouya Hosseinzadeh, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi