Zobrazeno 1 - 10
of 3 260
pro vyhledávání: '"Cheriet, A."'
Publikováno v:
IEEE Transactions on Green Communications and Networking ( Volume: 8, Issue: 3, September 2024)
Due to the high costs of optical fiber deployment in Low-Density and Rural Areas (LDRAs), 5G Fixed Wireless Access (5G FWA) recently emerged as an affordable solution. A widely adopted deployment scenario of 5G FWA includes edge cloud that supports c
Externí odkaz:
http://arxiv.org/abs/2411.05699
Publikováno v:
IEEE Transactions on Mobile Computing 01 (2024): 1-15
Internet access in rural areas should be improved to support digital inclusion and 5G services. Due to the high deployment costs of fiber optics in these areas, Fixed Wireless Access (FWA) has become a preferable alternative. Additionally, the Open R
Externí odkaz:
http://arxiv.org/abs/2411.05664
Recent advancements have scaled neural networks to unprecedented sizes, achieving remarkable performance across a wide range of tasks. However, deploying these large-scale models on resource-constrained devices poses significant challenges due to sub
Externí odkaz:
http://arxiv.org/abs/2410.16151
The diagnosis of diabetic retinopathy, which relies on fundus images, faces challenges in achieving transparency and interpretability when using a global classification approach. However, segmentation-based databases are significantly more expensive
Externí odkaz:
http://arxiv.org/abs/2410.13822
Autor:
Playout, Clément, Cheriet, Farida
Identifying lesions in fundus images is an important milestone toward an automated and interpretable diagnosis of retinal diseases. To support research in this direction, multiple datasets have been released, proposing groundtruth maps for different
Externí odkaz:
http://arxiv.org/abs/2405.08329
Autor:
Lepetit-Aimon, Gabriel, Playout, Clément, Boucher, Marie Carole, Duval, Renaud, Brent, Michael H, Cheriet, Farida
Publikováno v:
Sci Data 11, 914 (2024)
Reliable automatic diagnosis of Diabetic Retinopathy (DR) and Macular Edema (ME) is an invaluable asset in improving the rate of monitored patients among at-risk populations and in enabling earlier treatments before the pathology progresses and threa
Externí odkaz:
http://arxiv.org/abs/2402.04258
Publikováno v:
Financial Markets, Institutions and Risks, Vol 8, Iss 3, Pp 37-56 (2024)
This article examines the impact of content personalization on customer engagement in the Algerian e-commerce sector. By analyzing data from 70 e-commerce stores operating in Algeria between January 12, 2023, and October 10, 2023, the study highlight
Externí odkaz:
https://doaj.org/article/6e4ad0b1f91a401d8d0873242ed97d55
Offloading computation-intensive tasks to edge clouds has become an efficient way to support resource constraint edge devices. However, task offloading delay is an issue largely due to the networks with limited capacities between edge clouds and edge
Externí odkaz:
http://arxiv.org/abs/2308.07258
Today, vehicles use smart sensors to collect data from the road environment. This data is often processed onboard of the vehicles, using expensive hardware. Such onboard processing increases the vehicle's cost, quickly drains its battery, and exhaust
Externí odkaz:
http://arxiv.org/abs/2308.07242
For any type of microscopy image, getting a deep learning model to work well requires considerable effort to select a suitable architecture and time to train it. As there is a wide range of microscopes and experimental setups, designing a single mode
Externí odkaz:
http://arxiv.org/abs/2304.10616