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Rami Haffar
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Explaining predictions and attacks in federated learning via random forests
R Haffar, D Sanchez, J Domingo-Ferrer
Applied Intelligence 53 (1), 169-185, 2023
172023
Explaining misclassification and attacks in deep learning via random forests
R Haffar, J Domingo-Ferrer, D Sánchez
Modeling Decisions for Artificial Intelligence: 17th International …, 2020
112020
Explaining image misclassification in deep learning via adversarial examples
R Haffar, NM Jebreel, J Domingo-Ferrer, D Sánchez
International Conference on Modeling Decisions for Artificial Intelligence …, 2021
72021
Detecting bad answers in survey data through unsupervised machine learning
NM Jebreel, R Haffar, AK Singh, D Sánchez, J Domingo-Ferrer, ...
Privacy in Statistical Databases: UNESCO Chair in Data Privacy …, 2020
42020
Mass Detection in Mammograms Using a Robust Deep Learning Model.
VK Singh, M Abdel-Nasser, HA Rashwan, F Akram, R Haffar, N Pandey, ...
CCIA, 365-372, 2019
32019
Measuring Fairness in Machine Learning Models via Counterfactual Examples
R Haffar, AK Singh, J Domingo-Ferrer, N Jebreel
International Conference on Modeling Decisions for Artificial Intelligence …, 2022
22022
A computer-aided diagnosis system for breast cancer molecular subtype prediction in mammographic images
VK Singh, HA Rashwan, M Abdel-Nasser, F Akram, R Haffar, N Pandey, ...
State of the Art in Neural Networks and their Applications, 153-178, 2021
12021
Multi-Task Faces (MTF) Data Set: A Legally and Ethically Compliant Collection of Face Images for Various Classification Tasks
R Haffar, D Sánchez, J Domingo-Ferrer
arXiv preprint arXiv:2311.11882, 2023
2023
7th URV Doctoral Workshop in Computer Science and Mathematics
M Abdel-Nasser, O Farràs, D Puig, HA Rashwan
PUBLICACIONS UNIVERSITAT ROVIRA I VIRGILI, 2023
2023
Generating Deep Learning Model-Specific Explanations at the End User’s Side
R Haffar, N Jebreel, D Sánchez, J Domingo-Ferrer
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems …, 2022
2022
Contributions to Explainability and Attack Detection in Deep Learning
R Haffar
Universitat Rovira i Virgili, 0
Program Committee ICDE 2022
G Cong, S Idreos, F Li, S Adhikari, A Ahmad, S Ahmad, MA Rastaghi, ...
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