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Julia El Zini
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Cited by
Year
On the explainability of natural language processing deep models
JE Zini, M Awad
ACM Computing Surveys 55 (5), 1-31, 2022
452022
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
392019
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
202019
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
182021
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
82021
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
82020
Prototyping Across the Disciplines
R El Khatib, DJ Wrisley, S Elbassuoni, M Jaber, J El Zini
Digital Studies/le Champ Numérique, 2019
72019
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
52017
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
32022
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
32016
Beyond model interpretability: on the faithfulness and adversarial robustness of contrastive textual explanations
JE Zini, M Awad
arXiv preprint arXiv:2210.08902, 2022
22022
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
12023
CEnt: An Entropy-based Model-agnostic Explainability Framework to Contrast Classifiers' Decisions
JE Zini, M Mansour, M Awad
arXiv preprint arXiv:2301.07941, 2023
12023
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
12020
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
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
2023
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
2022
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
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