متابعة
Julia El Zini
Julia El Zini
American University of Beirut
بريد إلكتروني تم التحقق منه على mail.aub.edu
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
On the explainability of natural language processing deep models‏
JE Zini, M Awad‏
ACM Computing Surveys 55 (5), 1-31, 2022‏
1092022
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
452019
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
232019
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
222021
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
142020
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
132021
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
102022
Prototyping Across the Disciplines‏
R El Khatib, DJ Wrisley, S Elbassuoni, M Jaber, J El Zini‏
Digital Studies/le Champ Numérique, 2019‏
82019
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
62023
Beyond model interpretability: on the faithfulness and adversarial robustness of contrastive textual explanations‏
JE Zini, M Awad‏
arXiv preprint arXiv:2210.08902, 2022‏
62022
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
62017
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
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
22022
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
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
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
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
يتعذر على النظام إجراء العملية في الوقت الحالي. عاود المحاولة لاحقًا.
مقالات 1–20