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Hala Abdelkader
Hala Abdelkader
PhD Student - A2I2 - Deakin University
Verified email at deakin.edu.au
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Cited by
Year
Rgb-d fall detection via deep residual convolutional lstm networks
A Abobakr, M Hossny, H Abdelkader, S Nahavandi
2018 Digital Image Computing: Techniques and Applications (DICTA), 1-7, 2018
502018
Towards robust production machine learning systems: Managing dataset shift
H Abdelkader
Proceedings of the 35th IEEE/ACM International Conference on Automated …, 2020
92020
ML-On-Rails: Safeguarding Machine Learning Models in Software Systems—A Case Study
H Abdelkader, M Abdelrazek, S Barnett, JG Schneider, P Rani, R Vasa
Proceedings of the IEEE/ACM 3rd International Conference on AI Engineering …, 2024
52024
Mlguard: Defend your machine learning model!
S Wong, S Barnett, J Rivera-Villicana, A Simmons, H Abdelkader, ...
Proceedings of the 1st International Workshop on Dependability and …, 2023
52023
SSDPose: A single shot deep pose estimation and analysis
A Abobakr, H Abdelkader, J Iskander, D Nahavandi, K Saleh, M Attia, ...
2019 IEEE International Conference on Systems, Man and Cybernetics (SMC …, 2019
42019
Robustness Attributes to Safeguard Machine Learning Models in Production
H Abdelkader, M Abdelrazek, JG Schneider, P Rani, R Vasa
2023 IEEE Engineering Informatics, 1-9, 2023
12023
Towards Robust ML-enabled Software Systems: Detecting Out-of-Distribution data using Gini Coefficients
H Abdelkader, JG Schneider, M Abdelrazek, P Rani, R Vasa
Proceedings of the 39th IEEE/ACM International Conference on Automated …, 2024
2024
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