Zobrazeno 1 - 10
of 3 886
pro vyhledávání: '"Razmi, A."'
Federated learning in satellite constellations, where the satellites collaboratively train a machine learning model, is a promising technology towards enabling globally connected intelligence and the integration of space networks into terrestrial mob
Externí odkaz:
http://arxiv.org/abs/2409.14832
This paper investigates federated learning (FL) in a multi-hop communication setup, such as in constellations with inter-satellite links. In this setup, part of the FL clients are responsible for forwarding other client's results to the parameter ser
Externí odkaz:
http://arxiv.org/abs/2407.18200
Machine unlearning is the process of removing the impact of a particular set of training samples from a pretrained model. It aims to fulfill the "right to be forgotten", which grants the individuals such as patients the right to reconsider their cont
Externí odkaz:
http://arxiv.org/abs/2407.07539
Mega-constellations of small satellites have evolved into a source of massive amount of valuable data. To manage this data efficiently, on-board federated learning (FL) enables satellites to train a machine learning (ML) model collaboratively without
Externí odkaz:
http://arxiv.org/abs/2402.09105
Differential Privacy (DP) was originally developed to protect privacy. However, it has recently been utilized to secure machine learning (ML) models from poisoning attacks, with DP-SGD receiving substantial attention. Nevertheless, a thorough investi
Externí odkaz:
http://arxiv.org/abs/2311.06227
Publikováno v:
مجله پزشکی دانشگاه علوم پزشکی تبریز, Vol 46, Iss 4, Pp 371-381 (2024)
Background. Some studies have shown that Spirulina has biological properties exerting beneficial effects on human health. This study aimed to evaluate the effects of Spirulina supplementation on serum glucose, lipid parameters, and oxidative stress m
Externí odkaz:
https://doaj.org/article/0eadbf3e813a45e782ec537976206b3b
Autor:
Abdullah Kaviani Rad, Seraj-Odeen Razmi, Mohammad Javad Nematollahi, Armin Naghipour, Foroogh Golkar, Mohammadreza Mahmoudi
Publikováno v:
Alexandria Engineering Journal, Vol 104, Iss , Pp 464-479 (2024)
Air pollution has significant detrimental impacts on the environmental compartments and human health. The present study investigates the interactions between selected air pollutants, including CO, O3, NO2, SO2, PM10, and PM2.5, in Tehran megacity, th
Externí odkaz:
https://doaj.org/article/f770282a6cb541df98cebfdfb488c879
Publikováno v:
IEEE Transactions on Communications ( Volume: 72, Issue: 6, June 2024)
The emergence of mega-constellations of interconnected satellites has a major impact on the integration of cellular wireless and non-terrestrial networks, while simultaneously offering previously inconceivable data gathering capabilities. This paper
Externí odkaz:
http://arxiv.org/abs/2307.08346
Publikováno v:
Nursing Reports, Vol 14, Iss 3, Pp 1819-1827 (2024)
The spread of antimicrobial resistance is a global health concern, and resistance mediated by Extended-Spectrum Beta-Lactamases (ESBLs) can cause major consequences. The aim of this study was to explore individuals’ perceptions of their daily life
Externí odkaz:
https://doaj.org/article/970e88dacbcf4a04a36581e5b1dac64a
Autor:
Sara Sadeghian, Raziyeh Razmi, Soghra Khabnadideh, Mehdi Khoshneviszadeh, Pegah Mardaneh, Arman Talashan, Arman Pirouti, Fatemeh Khebre, Zahra Zahmatkesh, Zahra Rezaei
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-14 (2024)
Abstract Alzheimer’s disease is the most prevalent neurodegenerative disorder characterized by significant memory loss and cognitive impairments. Studies have shown that the expression level and activity of the butyrylcholinesterase enzyme increase
Externí odkaz:
https://doaj.org/article/f949321d4cbf4e1496f4d20ed3e68746