Shapelet-Preserving Bootstrapping For Time Series Data Augmentation. - Omar Bahri; Peiyu Li; Pouya Hosseinzadeh; Soukaïna Filali Boubrahimi; Shah Muhammad Hamdi (ICMLA, 2023)

METFORC: Classification with Meta-Learning and Multimodal Stratified Time Series Forest. - Pouya Hosseinzadeh; Omar Bahri; Peiyu Li; Soukaina Filali Boubrahimi; Shah Muhammad Hamdi (ICMLA, 2023)

Adversarial Attack Driven Data Augmentation for Time Series Classification. - Peiyu Li; Pouya Hosseinzadeh; Omar Bahri; Soukaina Filali Boubrahimi; Shah Muhammad Hamdi (ICMLA, 2023)

ACTS: Adaptive Counterfactual Explanations for Time Series Data Using Barycenters. - Pouya Hosseinzadeh; Peiyu Li; Omar Bahri; Soukaina Filali Boubrahimi; Shah Muhammad Hamdi (IEEE Big Data, 2024)

Reliable Time Series Counterfactual Explanations Guided by ShapeDBA. - Peiyu Li; Pouya Hosseinzadeh; Omar Bahri; Soukaïna Filali Boubrahimi; Shah Muhammad Hamdi (IEEE Big Data, 2024)

Denoising Optimization-Based Counterfactual Explanations for Time Series Classification. - Omar Bahri; Peiyu Li; Pouya Hosseinzadeh; Soukaina Filali Boubrahimi; Shah Muhammad Hamdi (ICPR (7), 2024)

FAT-LSTM: A Multimodal Data Fusion Model with Gating and Attention-Based LSTM for Time-Series Classification. - Pouya Hosseinzadeh; Omar Bahri; Soukaina Filali Boubrahimi; Shah Muhammad Hamdi (ICPR (2), 2024)

Info-CELS: Informative Saliency Map Guided Counterfactual Explanation. - Peiyu Li; Omar Bahri; Pouya Hosseinzadeh; Soukaïna Filali Boubrahimi; Shah Muhammad Hamdi (CoRR, 2024)