Projects per year
Personal profile
Education/Academic qualification
Electrical & Computer Eng'g, doctorate
Mathematics, Master
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Dive into the research topics where Nidhal Bouaynaya is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Towards Robust Brain Tumor Detection and Surveillance
New Jersey Health Foundation, Inc. (NJHF)
2/15/21 → 2/13/23
Project: Other project
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An Interpretable Physician-in-the-loop AI-aided Software for Tumor Surveillance in Brain MRIs
10/1/20 → 6/30/21
Project: Other project
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Machine Learning/Artificial Intelligence Examination of Helicopter Approaches
8/1/19 → 6/1/21
Project: Other project
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Robust Explainability: A tutorial on gradient-based attribution methods for deep neural networks
Nielsen, I. E., Dera, D., Rasool, G., Ramachandran, R. P. & Bouaynaya, N. C., Jul 1 2022, In: IEEE Signal Processing Magazine. 39, 4, p. 73-84 12 p.Research output: Contribution to journal › Article › peer-review
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An Enhanced Particle Filter for Uncertainty Quantification in Neural Networks
Carannante, G., Bouaynaya, N. C. & Mihaylova, L., 2021, Proceedings of 2021 IEEE 24th International Conference on Information Fusion, FUSION 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings of 2021 IEEE 24th International Conference on Information Fusion, FUSION 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Deep ensemble for rotorcraft attitude prediction
Khan, H., Rasool, G., Bouaynaya, N. C., Travis, T., Thompson, L. & Johnson, C. C., 2021, 77th Annual Vertical Flight Society Forum and Technology Display, FORUM 2021: The Future of Vertical Flight. Vertical Flight Society, (77th Annual Vertical Flight Society Forum and Technology Display, FORUM 2021: The Future of Vertical Flight).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Intelligent helipad detection from satellite imagery
Specht, D., Rasool, G., Bouaynaya, N. & Johnson, C., 2021, 77th Annual Vertical Flight Society Forum and Technology Display, FORUM 2021: The Future of Vertical Flight. Vertical Flight Society, (77th Annual Vertical Flight Society Forum and Technology Display, FORUM 2021: The Future of Vertical Flight).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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PremiUm-CNN: Propagating Uncertainty towards Robust Convolutional Neural Networks
Dera, D., Bouaynaya, N. C., Rasool, G., Shterenberg, R. & Fathallah-Shaykh, H. M., 2021, In: IEEE Transactions on Signal Processing. 69, p. 4669-4684 16 p., 9485030.Research output: Contribution to journal › Article › peer-review
Open Access