Browsing University of Galway Theses by Subject "Artificial Intelligence"
Now showing items 1-9 of 9
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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 ... -
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 ... -
Coevolutionary spatial game theory: The impact of abstention and dynamic networks on the evolution of cooperation
(NUI Galway, 2020-01-15)Since the dawn of evolutionary game theory, the standard models in evolutionary dynamics have been developed under the assumption of a well-mixed population where agents (individuals) can interact with all the other agents ... -
Development of a novel water quality index model using data science approaches
(NUI Galway, 2023-05-30)The thesis present the Irish Water Quality Index (IEWQI) model for assessing transitional and coastal water quality in an effort to improve the method and develop a tool that can be used by environmental regulators to abate ... -
Evolution of Groups for Common Pool Resource Sharing
(2013-09-27)This thesis concerns the creation of groups of characters which, through the use simple actions, cooperate and coordinate to survive together. These groups are created automatically using Evolutionary Computation methods. A ... -
Neurosymbolic visual reasoning with scene graph enrichment
(NUI Galway, 2024-02-26)Visual reasoning is a critical component of artificial intelligence that aims to understand, interpret, and reason about complex visual content. It has an interdisciplinary nature incorporating visual feature extraction ... -
Promoting the evolution of cooperation in social dilemma games using contingent mobility strategies
(NUI Galway, 2019-04-05)Researchers in many domains use social dilemmas to explore the conditions necessary for cooperation to emerge among groups. Social dilemmas, and in particular the Prisoner’s Dilemma, are used because of their usefulness ... -
Suggestion mining from text
(NUI Galway, 2019-02-21)With the ever growing availability of opinions on the web, opinion mining has become a popular area of research in the fields of natural language processing and applied machine learning. We argue that opinion summaries ... -
Supporting student learning of basic mathematics skills and algebra through an artificial intelligent mobile learning application
(NUI Galway, 2023-10-06)The mathematical ability of some students entering higher education in Ireland has continued to generate widespread concern and evidence of the deficiency in basic mathematical skills for some incoming undergraduates ...