no code implementations • 9 Dec 2023 • Hussein Sharadga, Ahmad Dawahdeh, Golbon Zakeri, Abdullah Hayajneh, Geoff Pritchard
In response to the increasing deployment of battery storage systems for cost reduction and grid stress mitigation, this study presents the development of a new real-time Markov decision process model to efficiently schedule battery systems in buildings under electrical load uncertainty.
1 code implementation • 12 Oct 2023 • Abdullah Hayajneh, Erchin Serpedin, Mohammad Shaqfeh, Graeme Glass, Mitchell A. Stotland
We undertook a transfer learning protocol testing different versions of StyleGAN-ADA (a generative adversarial network image generator incorporating adaptive data augmentation (ADA)) as the base model.
no code implementations • 12 Nov 2022 • Abdullah Hayajneh, Mohammad Shaqfeh, Erchin Serpedin, Mitchell A. Stotland
This paper presents a novel machine learning framework to consistently detect, localize and rate congenital cleft lip anomalies in human faces.