Zobrazeno 1 - 10
of 2 448
pro vyhledávání: '"Verda, A."'
6G networks are envisioned to enable a wide range of applications, such as autonomous vehicles and smart cities. However, this rapid expansion of network topologies makes the management of 6G wireless networks more complex and leads to performance de
Externí odkaz:
http://arxiv.org/abs/2411.14222
Autor:
Al-Shareeda, Sarah, Huseynov, Khayal, Cakir, Lal Verda, Thomson, Craig, Ozdem, Mehmet, Canberk, Berk
In today's networked world, Digital Twin Networks (DTNs) are revolutionizing how we understand and optimize physical networks. These networks, also known as 'Digital Twin Networks (DTNs)' or 'Networks Digital Twins (NDTs),' encompass many physical ne
Externí odkaz:
http://arxiv.org/abs/2411.00681
The development of Digital Twins (DTs) is hindered by a lack of specialized, open-source solutions that can meet the demands of dynamic applications. This has caused state-of-the-art DT applications to be validated using offline data. However, this a
Externí odkaz:
http://arxiv.org/abs/2408.10409
Generative models based on variational autoencoders are a popular technique for detecting anomalies in images in a semi-supervised context. A common approach employs the anomaly score to detect the presence of anomalies, and it is known to reach high
Externí odkaz:
http://arxiv.org/abs/2407.19951
We investigate the use of a stratified sampling approach for LIME Image, a popular model-agnostic explainable AI method for computer vision tasks, in order to reduce the artifacts generated by typical Monte Carlo sampling. Such artifacts are due to t
Externí odkaz:
http://arxiv.org/abs/2403.17742
Autor:
Cakir, Lal Verda, Al-Shareeda, Sarah, Oktug, Sema F., Özdem, Mehmet, Broadbent, Matthew, Canberk, Berk
Synchronization is fundamental for mirroring real-world entities in real-time and supporting effective operations of Digital Twins (DTs). Such synchronization is enabled by the communication between the physical and virtual realms, and it is mostly a
Externí odkaz:
http://arxiv.org/abs/2402.05587
Digital Twins (DT) have become crucial to achieve sustainable and effective smart urban solutions. However, current DT modelling techniques cannot support the dynamicity of these smart city environments. This is caused by the lack of right-time data
Externí odkaz:
http://arxiv.org/abs/2401.16449
Autor:
Melek Sofyalıoğlu Aksoy, Verda Karadaş
Publikováno v:
Mathematical and Computer Modelling of Dynamical Systems, Vol 30, Iss 1, Pp 591-604 (2024)
This work contains a generalization of the Szász-Baskakov operators with the help of Fubini polynomials. Firstly, we get the rate of convergence of our new operators and then we find some approximation results. Finally, Voronovskaya-type theorem and
Externí odkaz:
https://doaj.org/article/cb7c733796d841df94c04d5ae1d43d7c
Publikováno v:
Machine Learning and Knowledge Extraction, Vol 6, Iss 3, Pp 2049-2073 (2024)
Explainable Artificial Intelligence (XAI) is a research area that clarifies AI decision-making processes to build user trust and promote responsible AI. Hence, a key scientific challenge in XAI is the development of methods that generate transparent
Externí odkaz:
https://doaj.org/article/649ade1d712b48b79b5424817e2249d5
Autor:
Cihan İnan, Lütfiye Uygur, Verda Alpay, Reyhan Ayaz, Nihal Şahin Uysal, Aydan Biri, Gökhan Yıldırım, Niyazi Cenk Sayın
Publikováno v:
Balkan Medical Journal, Vol 41, Iss 5, Pp 333-347 (2024)
Hypertensive disorders of pregnancy are significant contributors to maternal and perinatal morbidity and mortality. The definition, classification, and management of these disorders have evolved over time. Notably, the disease classification enables
Externí odkaz:
https://doaj.org/article/57915097fc434afc89b060fe283394e6