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Advances in evolutionary neural networks with applications in energy systems and the environment
(NUI Galway, 2018-08-29)
Evolutionary neural networks combine two of the most powerful areas of computing, evolutionary algorithms and neural networks. There are a number of benefits of using evolutionary algorithms to train a network over traditional ...
Hybrid systems modelling aided by machine learning with applications in healthcare
(NUI Galway, 2018-03)
Recent trends towards data-driven methods may require a substantial rethinking of the process of developing simulation models. For instance, Machine Learning (ML) has demonstrated great potentials for constructing new ...
Applying informal health reports and search queries for public health monitoring: An evaluation of characteristics, potentials, and requirements of online self-reporting, discussions, and search behaviour
(NUI Galway, 2021-01-13)
The introduction of digital data sources has positively impacted public health surveillance and has paved the way for novel approaches. Internet-based sources provide large volumes of data which can be analysed in near ...
The application of machine learning to optimise live migration in cloud data centres
(NUI Galway, 2019-08-06)
Cloud computing providers utilise large-scale data centres to provide computing resource to users’ worldwide. However, an ongoing challenge facing cloud providers is to ensure that the required resource is available to ...