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Ian E Nielsen
Ian E Nielsen
Verified email at rowan.edu - Homepage
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Cited by
Year
Transformers in time-series analysis: A tutorial
S Ahmed, IE Nielsen, A Tripathi, S Siddiqui, RP Ramachandran, G Rasool
Circuits, Systems, and Signal Processing 42 (12), 7433-7466, 2023
1772023
Robust explainability: A tutorial on gradient-based attribution methods for deep neural networks
IE Nielsen, D Dera, G Rasool, RP Ramachandran, NC Bouaynaya
IEEE Signal Processing Magazine 39 (4), 73-84, 2022
1212022
EvalAttAI: a holistic approach to evaluating attribution maps in robust and non-robust models
IE Nielsen, RP Ramachandran, N Bouaynaya, HM Fathallah-Shaykh, ...
IEEE Access, 2023
92023
Targeted Background Removal Creates Interpretable Feature Visualizations
IE Nielsen, E Grundeland, J Snedeker, RP Ramachandran, G Rasool
2023 IEEE 66th International Midwest Symposium on Circuits and Systems …, 2023
2023
Performance Evaluation of Combination Methods of Saliency Mapping Algorithms
IE Nielsen, JR Epifano, G Rasool, NC Bouaynaya, RP Ramachandran
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