Explaining predictions and attacks in federated learning via random forests R Haffar, D Sanchez, J Domingo-Ferrer Applied Intelligence 53 (1), 169-185, 2023 | 17 | 2023 |
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 | 11 | 2020 |
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 | 7 | 2021 |
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 | 4 | 2020 |
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 | 3 | 2019 |
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 | 2 | 2022 |
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 | 1 | 2021 |
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, ... | | |