Browsing University of Galway Theses by Subject "machine learning"
Now showing items 1-8 of 8
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Art and analogy through evolutionary computation
(NUI Galway, 2019-04-05)In this thesis the development of a computer system capable of generating art through the process of analogy is presented. A visual display is generated analogous to a given piece of music. This analogy is based upon the ... -
Contributions to unconstrained palmprint recognition on smartphones
(NUI Galway, 2019-11-27)This thesis investigates the suitability of unconstrained palmprint as a biometric modality for handheld devices equipped with a camera, such as smartphones. A detailed literature survey is provided, covering existing ... -
Knowledge graph mining with latent shape graphs
(NUI Galway, 2020-07-21)Knowledge graphs are graph-structured knowledge bases that have shown to be of great value in many Artificial Intelligence applications in academia and industry alike. They are typically generated automatically from un-/semi- ... -
Machine learning for De Novo peptide identification
(NUI Galway, 2023-04-21)Proteomics involves the identification and analysis of proteins, therefore providing valuable insight into ecosystem functioning. In this methodology, protein sequences are typically identified using a bottom-up approach ... -
Mapping soil using neural network machine learning and remotely sensed geoscience data; a study in peat
(NUI Galway, 2023-02-17)Several concepts exist in the discipline of data analysis that are often unknowingly used in geosciences. Specifically, the concepts related to Big Data, Data Assimilation, Digital Soil Mapping, and Exploratory Data ... -
Neural transfer learning for natural language processing
(NUI Galway, 2019-06-07)The current generation of neural network-based natural language processing models excels at learning from large amounts of labelled data. Given these capabilities, natural language processing is increasingly applied to new ... -
Online community success - A study of success criteria and user behaviour in online communities
(NUI Galway, 2017-10-27)In a world where online users form communities for various purposes and around many different topics of interest, it has become of social and economic importance for owners, providers and managers of online communities to ... -
Vision Algorithms and Systems for Vehicle and Pedestrian Detection in Night Time Conditions Using Vehicle Mounted Cameras
(2011-08-24)Statistics show that a disproportionate amount of road fatalities occur at night-time despite the greatly reduced volume of traffic on roads. This thesis describes a system aimed at addressing this issue by automatically ...