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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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Visualization and Analysis of Aviation Safety Data
Bouaynaya, N. (PI)
Federal Aviation Administration (FAA)
7/1/22 → 7/23/26
Project: Other project
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NSF I-Corps Hub: Northeast Corridor (NEC) Region
Bouaynaya, N. (PI)
1/1/22 → 12/31/25
Project: Other project
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Machine Learning/Artificial Intelligence Examination of Helicopter Approaches
Bouaynaya, N. (PI)
8/1/19 → 9/30/26
Project: Other project
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AI-Based VR Modeling for Identifying Threats to Water Resources in Landfills
Bouaynaya, N. (PI)
US Department of Agriculture - Agricultural Research Service (USDA)
10/1/22 → 8/31/24
Project: Other project
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Towards Robust Brain Tumor Detection and Surveillance
Bouaynaya, N. (PI)
New Jersey Health Foundation, Inc. (NJHF)
2/15/21 → 2/13/23
Project: Other project
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SUPER-Net: Trustworthy image segmentation via uncertainty propagation in encoder-decoder networks
Carannante, G., Bouaynaya, N. C., Dera, D., Fathallah-Shaykh, H. M. & Rasool, G., Apr 2026, In: Pattern Recognition. 172, 112503.Research output: Contribution to journal › Article › peer-review
Open Access -
A review of image-based deep learning approaches for atmospheric visibility estimation
Ouadil, K. A., Idbraim, S., Bouhsine, T., Bouaynaya, N. C., Alfergani, H. & Johnson, C. C., Jun 30 2025, Smart Applications of Artificial Intelligence and Big Data. CRC Press, p. 81-89 9 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Enhancing Rotorcraft Safety: Zero-Shot Visual Language Model for Obstacle Detection around Helipads from Satellite Imagery
Khelifi, A., Carannante, G., Bouaynaya, N. C. & Johnson, C. C., 2025.Research output: Contribution to conference › Paper › peer-review
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Advancing Cockpit Safety: Cost-Effective Flight Data Monitoring with Deep Learning
Khelifi, A., Trabelsi, M. A., Carannante, G., Bouaynaya, N. C., Thompson, L. & Johnson, C. C., 2024, Vertical Flight Society 80th Annual Forum and Technology Display. Vertical Flight Society, (Vertical Flight Society 80th Annual Forum and Technology Display).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Adversarially Diversified Rehearsal Memory (ADRM): Mitigating Memory Overfitting Challenge in Continual Learning
Khan, H., Rasool, G. & Bouaynaya, N. C., 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution