Omar Bahri

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 13

Top Topics

Multivariate Time Series

Temporal Patterns

Top Venues

Publications

Pouya Hosseinzadeh, Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
METFORC: Classification with Meta-Learning and Multimodal Stratified Time Series Forest. ICMLA (2023)
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
CELS: Counterfactual Explanations for Time Series Data via Learned Saliency Maps. BigData (2023)
Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
Motif Alignment for Time Series Data Augmentation. DaWaK (2023)
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
Attention-Based Counterfactual Explanation for Multivariate Time Series. DaWaK (2023)
Peiyu Li, Pouya Hosseinzadeh, Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
Adversarial Attack Driven Data Augmentation for Time Series Classification. ICMLA (2023)
Omar Bahri, Peiyu Li, Pouya Hosseinzadeh, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
Shapelet-Preserving Bootstrapping For Time Series Data Augmentation. ICMLA (2023)
Omar Bahri, Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
Multiloss-Based Optimization for Time Series Data Augmentation. BigData (2023)
Omar Bahri, Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
Shapelet-based Temporal Association Rule Mining for Multivariate Time Series Classification. Big Data (2022)
Omar Bahri, Peiyu Li, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
Temporal Rule-Based Counterfactual Explanations for Multivariate Time Series. ICMLA (2022)
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
SG-CF: Shapelet-Guided Counterfactual Explanation for Time Series Classification. Big Data (2022)
Omar Bahri, Soukaina Filali Boubrahimi, Shah Muhammad Hamdi
Shapelet-Based Counterfactual Explanations for Multivariate Time Series. CoRR (2022)
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
Fast Counterfactual Explanation for Solar Flare Prediction. ICMLA (2022)
Rob Johnson, Soukaïna Filali Boubrahimi, Omar Bahri, Shah Muhammad Hamdi
Physics-Informed Neural Networks for Solar Wind Prediction. ICPR Workshops (3) (2022)