Blar i ODA Open Digital Archive på forfatter "Rego Lencastre e Silva, Pedro"
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Generating realistic eye-tracking data with Transformers
Naval Ruiz, Arnau (Master thesis, 2023)Eye-gaze forecasting is a field with a significant number of applications, such as User Interface analysis or improving self-driving cars. Despite its importance, this type of data can be hard to come by due to laws ... -
Mathematical insights into eye gaze dynamics of autistic children
Lotfigolian, Maryam (Master thesis, 2023)Early detection and diagnosis of Autism Spectrum Disorder (ASD) is crucial for effective intervention and improved outcomes. Eye-tracking technology offers a non-invasive and objective method for detecting autism symptoms, ... -
Modeling Wind-Speed Statistics beyond the Weibull Distribution
Rego Lencastre e Silva, Pedro; Yazidi, Anis; Lind, Pedro (Energies;, Peer reviewed; Journal article, 2024)While it is well known that the Weibull distribution is a good model for wind-speed measurements and can be explained through simple statistical arguments, how such a model holds for shorter time periods is still an open ... -
Modern AI versus century-old mathematical models: How far can we go with generative adversarial networks to reproduce stochastic processes?
Rego Lencastre e Silva, Pedro; Gjersdal, Marit; Gorjão, Leonardo Rydin; Yazidi, Anis; Lind, Pedro (Peer reviewed; Journal article, 2023)The usage of generative adversarial networks (GAN)s for synthetic time-series data generation has been gaining popularity in recent years with applications from finance to music composition and processing of textual ...