| On the explainability of natural language processing deep models JE Zini, M Awad ACM Computing Surveys 55 (5), 1-31, 2022 | 109 | 2022 |
| A deep transfer learning framework for seismic data analysis: A case study on bright spot detection J El Zini, Y Rizk, M Awad IEEE Transactions on Geoscience and Remote Sensing 58 (5), 3202-3212, 2019 | 45 | 2019 |
| Towards a deep learning question-answering specialized chatbot for objective structured clinical examinations J El Zini, Y Rizk, M Awad, J Antoun 2019 International Joint Conference on Neural Networks (IJCNN), 1-9, 2019 | 23 | 2019 |
| An optimized parallel implementation of non-iteratively trained recurrent neural networks J El Zini, Y Rizk, M Awad Journal of Artificial Intelligence and Soft Computing Research 11 (1), 33-50, 2021 | 22 | 2021 |
| Bar—a reinforcement learning agent for bounding-box automated refinement M Ayle, J Tekli, J El-Zini, B El-Asmar, M Awad Proceedings of the AAAI Conference on Artificial Intelligence 34 (03), 2561-2568, 2020 | 14 | 2020 |
| A progressive and cross-domain deep transfer learning framework for wrist fracture detection C Karam, J El Zini, M Awad, C Saade, L Naffaa, M El Amine Journal of Artificial Intelligence and Soft Computing Research 12 (2), 101-120, 2021 | 13 | 2021 |
| On the evaluation of the plausibility and faithfulness of sentiment analysis explanations J El Zini, M Mansour, B Mousi, M Awad IFIP International Conference on Artificial Intelligence Applications and …, 2022 | 10 | 2022 |
| Prototyping Across the Disciplines R El Khatib, DJ Wrisley, S Elbassuoni, M Jaber, J El Zini Digital Studies/le Champ Numérique, 2019 | 10 | 2019 |
| Predicting incomplete occlusion of intracranial aneurysms treated with flow diverters using machine learning models B Hammoud, J El Zini, M Awad, A Sweid, S Tjoumakaris, P Jabbour Journal of Neurosurgery 1 (aop), 1-10, 2023 | 6 | 2023 |
| Beyond model interpretability: on the faithfulness and adversarial robustness of contrastive textual explanations JE Zini, M Awad arXiv preprint arXiv:2210.08902, 2022 | 6 | 2022 |
| Distributed lifelong reinforcement learning with sub-linear regret R Tutunov, J El-Zini, H Bou-Ammar, A Jadbabaie 2017 IEEE 56th Annual Conference on Decision and Control (CDC), 2254-2259, 2017 | 6 | 2017 |
| TopoText: Interactive Digital Mapping of Literary Text R El Khatib, J El Zini, D Wrisley, M Jaber, S Elbassuoni Proceedings of COLING 2016, the 26th International Conference on …, 2016 | 3 | 2016 |
| MTMA-DDPG: A Deep Deterministic Policy Gradient Reinforcement Learning for Multi-task Multi-agent Environments K Hamadeh, J El Zini, J Hajar, M Awad IFIP International Conference on Artificial Intelligence Applications and …, 2022 | 2 | 2022 |
| CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions JE Zini, M Mansour, M Awad arXiv preprint arXiv:2301.07941, 2023 | 1 | 2023 |
| Artificial Intelligence Accountability in Emergent Applications: Explainable and Fair Solutions J El Zini Handbook of Research on AI Methods and Applications in Computer Engineering …, 2023 | 1 | 2023 |
| Change your singer: a transfer learning generative adversarial framework for song to song conversion R Daher, MK Zein, J El Zini, M Awad, D Asmar 2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020 | 1 | 2020 |
| On The Potential of The Fractal Geometry and The CNNs Ability to Encode it JE Zini, B Musharrafieh, M Awad arXiv preprint arXiv:2401.04141, 2024 | | 2024 |
| Theoretical Guarantees of Contrastive Learning in a Novel Explainable AI Method and a Deep Fairness Evaluation Framework J El Zini | | 2023 |
| An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks JE Zini, Y Rizk, M Awad arXiv preprint arXiv:1911.13252, 2019 | | 2019 |
| Scalable distributed lifelong multi-task reinforcement learning J El Zini | | 2017 |
Mariette Awad, PhDAssociate Professor, American University of BeirutAdresse e-mail validée de aub.edu.lb