Rami Haffar

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

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Question Answer

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Publications

Rami Haffar, Francesca Naretto, David Sánchez, Anna Monreale, Josep Domingo-Ferrer
GLOR-FLEX: Local to Global Rule-Based EXplanations for Federated Learning. FUZZ (2024)
Rami Haffar, David Sánchez, Josep Domingo-Ferrer
Explaining predictions and attacks in federated learning via random forests. Appl. Intell. 53 (1) (2023)
Rami Haffar, David Sánchez, Josep Domingo-Ferrer
Multi-Task Faces (MTF) Data Set: A Legally and Ethically Compliant Collection of Face Images for Various Classification Tasks. CoRR (2023)
Rami Haffar, Ashneet Khandpur Singh, Josep Domingo-Ferrer, Najeeb Jebreel
Measuring Fairness in Machine Learning Models via Counterfactual Examples. MDAI (2022)
Rami Haffar, Najeeb Jebreel, David Sánchez, Josep Domingo-Ferrer
Generating Deep Learning Model-Specific Explanations at the End User's Side. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 30 (Supplement-2) (2022)
Rami Haffar, Najeeb Moharram Jebreel, Josep Domingo-Ferrer, David Sánchez
Explaining Image Misclassification in Deep Learning via Adversarial Examples. MDAI (2021)
Rami Haffar, Josep Domingo-Ferrer, David Sánchez
Explaining Misclassification and Attacks in Deep Learning via Random Forests. MDAI (2020)
Najeeb Moharram Jebreel, Rami Haffar, Ashneet Khandpur Singh, David Sánchez, Josep Domingo-Ferrer, Alberto Blanco-Justicia
Detecting Bad Answers in Survey Data Through Unsupervised Machine Learning. PSD (2020)
Vivek Kumar Singh, Mohamed Abdel-Nasser, Hatem A. Rashwan, Farhan Akram, Rami Haffar, Nidhi Pandey, Md. Mostafa Kamal Sarker, Sebastian Kohan, Josep Guma, Santiago Romani, Domenec Puig
Mass Detection in Mammograms Using a Robust Deep Learning Model. CCIA (2019)