Browsing Trinity College Dublin Theses & Dissertations by Subject "machine learning"
Now showing items 1-8 of 8
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Clinical Decision Support for the Assessment of Syncope and Falls: Novel Applications of Cerebral Perfusion Measurement and Big Data Analytics
(Trinity College Dublin. School of Medicine. CentreFor Medical Gerontology, 2023)Syncope, defined as a transient loss of consciousness due to cerebral hypoperfusion, is common in both young and old, with syncope an attributable cause of unexplained falls (UF) in older adults. Both syncope and falls ... -
Exploring efficient methods for precision QCD calculations on the lattice
(Trinity College Dublin. School of Mathematics. Discipline of Pure & Applied Mathematics, 2023)We study a new technique for stochastic noise reduction in the calculation of propagators by implementing it in OpenQ*D for two ensembles with O(a) improved Wilson fermion ac- tion, with periodic boundary conditions and ... -
Machine Learning For Plausible Gesture Generation From Speech For Virtual Humans
(Trinity College Dublin. School of Computer Science & Statistics. Discipline of Computer Science, 2021)The growing use of virtual humans in an array of applications such as games, human-computer interfaces, and virtual reality demands the design of appealing and engaging characters, while minimizing the cost and time of ... -
Massive MIMO and Millimetre Wave Technologies: Design, Application and Integration with ML Techniques for 5G and Beyond Networks
(Trinity College Dublin. School of Engineering. Discipline of Electronic & Elect. Engineering, 2021)Massive Multiple-Input-Multiple-Output (mMIMO) and millimetre Wave (mmWave) are key enabling technologies to realise omnipresent, scalable and dynamic 5-th Generation (5G) and beyond networks that provide seamless wireless ... -
Multi-spatial-temporal remote sensing and machine learning for mapping management impacts on peatlands in Ireland
(Trinity College Dublin. School of Natural Sciences. Discipline of Geography, 2024)Peatlands, constituting over half of terrestrial wetland ecosystems across the globe, hold critical ecological significance and are large stores of Carbon (C). In Ireland, the wetland landscape is dominated by rare oceanic ... -
Predictive and explanatory models of cigarette smoking: Computational approaches to understanding nicotine addiction
(Trinity College Dublin. School of Psychology. Discipline of Psychology, 2019)Smoking is the leading cause of preventable death worldwide, causing 6 million deaths every year (WHO, 2011). Most people try smoking for the first time in adolescence (O?Loughlin et al., 2014), making this a critical ... -
Who does iCBT work for and why: predicting and understanding treatment outcomes in depression
(Trinity College Dublin. School of Psychology. Discipline of Psychology, 2024)At any given moment, depression directly affects 5% of the population, and indirectly impacts many more others. Effectively tackling this condition has remained at the forefront of psychiatry research. In the challenging ... -
Wide Range Performance Measurement and Low-Fidelity Modelling of Turbocharger Turbines for Optimising Powertrain Efficiency
(Trinity College Dublin. School of Engineering. Discipline of Mechanical & Manuf. Eng, 2024)Turbochargers have been widely used for many years and have made remarkable contributions in reducing the vehicle emissions by reducing the engine size while maintaining the same power output. They are also needed in designs ...