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Shah Muhammad Hamdi

M-CELS: Counterfactual Explanation for Multivariate Time Series Data Guided by Learned Saliency Maps

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Nov 04, 2024
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SeriesGAN: Time Series Generation via Adversarial and Autoregressive Learning

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Oct 28, 2024
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Info-CELS: Informative Saliency Map Guided Counterfactual Explanation

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Oct 27, 2024
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ChronoGAN: Supervised and Embedded Generative Adversarial Networks for Time Series Generation

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Sep 21, 2024
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Enhancing Multivariate Time Series-based Solar Flare Prediction with Multifaceted Preprocessing and Contrastive Learning

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Sep 21, 2024
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Motif-guided Time Series Counterfactual Explanations

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Nov 11, 2022
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Shapelet-Based Counterfactual Explanations for Multivariate Time Series

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Aug 22, 2022
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