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Transformers in Time-Series Analysis: A Tutorial

https://doi.org/10.1007/s00034-023-02454-8

Ahmed, Sabeen; Nielsen, Ian E; Tripathi, Aakash; Siddiqui, Shamoon; Ramachandran, Ravi P; Rasool, Ghulam (December 2023, Circuits, Systems, and Signal Processing)

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Targeted Background Removal Creates Interpretable Feature Visualizations

https://doi.org/10.1109/MWSCAS57524.2023.10405878

Nielsen, Ian E; Grundeland, Erik; Snedeker, Joseph; Ramachandran, Ravi P; Rasool, Ghulam (August 2023, IEEE)

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EvalAttAI: A Holistic Approach to Evaluating Attribution Maps in Robust and Non-Robust Models

https://doi.org/10.1109/ACCESS.2023.3300242

Nielsen, Ian E.; Ramachandran, Ravi P.; Bouaynaya, Nidhal; Fathallah-Shaykh, Hassan M.; Rasool, Ghulam (January 2023, IEEE Access)

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