Zobrazeno 1 - 10
of 643
pro vyhledávání: '"Serpedin Erchin"'
Autor:
Hayajneh, Abdullah, Serpedin, Erchin, Shaqfeh, Mohammad, Glass, Graeme, Stotland, Mitchell A.
A major obstacle when attempting to train a machine learning system to evaluate facial clefts is the scarcity of large datasets of high-quality, ethics board-approved patient images. In response, we have built a deep learning-based cleft lip generato
Externí odkaz:
http://arxiv.org/abs/2310.07969
Data analysis and monitoring on smart grids are jeopardized by attacks on cyber-physical systems. False data injection attack (FDIA) is one of the classes of those attacks that target the smart measurement devices by injecting malicious data. The emp
Externí odkaz:
http://arxiv.org/abs/2306.10420
This paper presents a novel machine learning framework to consistently detect, localize and rate congenital cleft lip anomalies in human faces. The goal is to provide a universal, objective measure of facial differences and reconstructive surgical ou
Externí odkaz:
http://arxiv.org/abs/2211.06659
Federated learning enables many applications benefiting distributed and private datasets of a large number of potential data-holding clients. However, different clients usually have their own particular objectives in terms of the tasks to be learned
Externí odkaz:
http://arxiv.org/abs/2207.08147
This study employs Infinite Impulse Response (IIR) Graph Neural Networks (GNN) to efficiently model the inherent graph network structure of the smart grid data to address the cyberattack localization problem. First, we numerically analyze the empiric
Externí odkaz:
http://arxiv.org/abs/2206.12527
This paper proposes using communication pipelining to enhance the wireless spectrum utilization efficiency and convergence speed of federated learning in mobile edge computing applications. Due to limited wireless sub-channels, a subset of the total
Externí odkaz:
http://arxiv.org/abs/2206.07631
Publikováno v:
In Biomedical Signal Processing and Control October 2024 96 Part B
Cascading failure in power systems is triggered by a small perturbation that leads to a sequence of failures spread through the system. The interconnection between different components in a power system causes failures to easily propagate across the
Externí odkaz:
http://arxiv.org/abs/2202.02627