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Omar Bahri
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 10
Top Topics
Temporal Patterns
Autoregressive
Multivariate Time Series
Phase Space Reconstruction
Top Venues
BigData
DaWaK
ICMLA
Big Data
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Publications
</>
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)
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)