Zobrazeno 1 - 10
of 130
pro vyhledávání: '"AlBalawi, Fahad"'
Publikováno v:
Proceedings of the 4th International Workshop on Distributed Machine Learning December 2023
Traditional AI methodologies necessitate centralized data collection, which becomes impractical when facing problems with network communication, data privacy, or storage capacity. Federated Learning (FL) offers a paradigm that empowers distributed AI
Externí odkaz:
http://arxiv.org/abs/2312.02074
Autor:
Hammoud, Hasan Abed Al Kader, Liu, Shuming, Alkhrashi, Mohammed, AlBalawi, Fahad, Ghanem, Bernard
Deep neural networks (DNNs) are vulnerable to a class of attacks called "backdoor attacks", which create an association between a backdoor trigger and a target label the attacker is interested in exploiting. A backdoored DNN performs well on clean te
Externí odkaz:
http://arxiv.org/abs/2301.00986
The existence of label noise imposes significant challenges (e.g., poor generalization) on the training process of deep neural networks (DNN). As a remedy, this paper introduces a permutation layer learning approach termed PermLL to dynamically calib
Externí odkaz:
http://arxiv.org/abs/2211.15890
Autor:
Paramasivam, Prabhu, Alruqi, Mansoor, Dhanasekaran, Seshathiri, Albalawi, Fahad, Hanafi, H.A., Saad, Waleed
Publikováno v:
In Case Studies in Thermal Engineering September 2024 61
In this note, a novel methodology that can extract a number of analysis results for linear time-invariant systems (LTI) given only a single trajectory of the considered system is proposed. The superiority of the proposed technique relies on the fact
Externí odkaz:
http://arxiv.org/abs/2109.10198
Autor:
Albalawi, Fahad Eid, Alsharif, Ifat, Moawadh, Mamdoh S., Alkhoshaiban, Abdulaziz, Falah Alshehri, Faez, Albalawi, Aishah E, Althobaiti, Norah A., Alharbi, Zeyad M., Almohaimeed, Hailah M.
Publikováno v:
In International Immunopharmacology 30 May 2024 133
Economic model predictive control (EMPC) is a promising methodology for optimal operation of dynamical processes that has been shown to improve process economics considerably. However, EMPC performance relies heavily on the accuracy of the process mo
Externí odkaz:
http://arxiv.org/abs/2105.02656
Akademický článek
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Autor:
Chahid, Abderrazak, Albalawi, Fahad, Alotaiby, Turky Nayef, Al-Hameed, Majed Hamad, Alshebeili, Saleh, Laleg-Kirati, Taous-Meriem
Epilepsy is a neurological disorder classified as the second most serious neurological disease known to humanity, after stroke. Localization of the epileptogenic zone is an important step for epileptic patient treatment, which starts with epileptic s
Externí odkaz:
http://arxiv.org/abs/1907.02596
Autor:
Aissa, Oualid, Gherouat, Oussama, Babes, Badreddine, Albalawi, Fahad, Alqurashi, Amru, Ghoneim, Sherif S.M.
Publikováno v:
In Energy Reports November 2022 8:3018-3029