Soukaïna Filali Boubrahimi

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 15

Top Topics

Multivariate Time Series

Motif Discovery Algorithm

Dynamic Time Warping

Top Venues

ICPR Workshops (3)

Publications

Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
CELS: Counterfactual Explanations for Time Series Data via Learned Saliency Maps. BigData (2023)
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
Attention-Based Counterfactual Explanation for Multivariate Time Series. DaWaK (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)
Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
Motif-Guided Time Series Counterfactual Explanations. ICPR Workshops (3) (2022)
Peiyu Li, Omar Bahri, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
SG-CF: Shapelet-Guided Counterfactual Explanation for Time Series Classification. Big Data (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)
Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
On the Mining of Time Series Data Counterfactual Explanations using Barycenters. CIKM (2022)
Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
Graph-based Clustering for Time Series Data. IEEE BigData (2021)
Shain Shahid Chowdhury, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
Time Series Data Augmentation using Time-Warped Auto-Encoders. ICMLA (2021)
Peiyu Li, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi
Shapelets-based Data Augmentation for Time Series Classification. ICMLA (2021)
Ali Ahsan Muhummad Muzaheed, Shah Muhammad Hamdi, Soukaïna Filali Boubrahimi
Sequence Model-based End-to-End Solar Flare Classification from Multivariate Time Series Data. ICMLA (2021)
Ruizhe Ma, Azim Ahmadzadeh, Soukaïna Filali Boubrahimi, Rafal A. Angryk
A Scalable Segmented Dynamic Time Warping for Time Series Classification. ICAISC (2) (2019)