Pouya Hosseinzadeh

Mohammad Mehdi Ebadzadeh

Hossein Zeinali

Proceedings of the 19th International Workshop on Semantic Evaluation, 2025

Diverse and Plausible Counterfactual Explanations for Time Series via Latent Space Optimization.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Science and Advanced Analytics, 2025

CACTUS: Cross-Aligned Counterfactual Explanation for Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Science and Advanced Analytics, 2025

Improving Causal Feasibility in Counterfactual Explanations for Multivariate Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2025

2024

Info-CELS: Informative Saliency Map Guided Counterfactual Explanation.

[BibT_eX]

[DOI]

CoRR, 2024

FAT-LSTM: A Multimodal Data Fusion Model with Gating and Attention-Based LSTM for Time-Series Classification.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Denoising Optimization-Based Counterfactual Explanations for Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 27th International Conference, 2024

Reliable Time Series Counterfactual Explanations Guided by ShapeDBA.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2024

ACTS: Adaptive Counterfactual Explanations for Time Series Data Using Barycenters.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Adversarial Attack Driven Data Augmentation for Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2023

METFORC: Classification with Meta-Learning and Multimodal Stratified Time Series Forest.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2023

Shapelet-Preserving Bootstrapping For Time Series Data Augmentation.

[BibT_eX]

[DOI]