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Berkay Aydin

Towards Hybrid Embedded Feature Selection and Classification Approach with Slim-TSF

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Sep 06, 2024
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Embedding Ordinality to Binary Loss Function for Improving Solar Flare Forecasting

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Aug 21, 2024
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Advancing Solar Flare Prediction using Deep Learning with Active Region Patches

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Jun 16, 2024
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Active Region-based Flare Forecasting with Sliding Window Multivariate Time Series Forest Classifiers

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Feb 05, 2024
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Unveiling the Potential of Deep Learning Models for Solar Flare Prediction in Near-Limb Regions

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Sep 25, 2023
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Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks

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Sep 08, 2023
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Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations

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Aug 30, 2023
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Explainable Deep Learning-based Solar Flare Prediction with post hoc Attention for Operational Forecasting

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Aug 04, 2023
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Explaining Full-disk Deep Learning Model for Solar Flare Prediction using Attribution Methods

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Jul 29, 2023
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All-Clear Flare Prediction Using Interval-based Time Series Classifiers

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May 03, 2021
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