Browsing University of Galway Theses (PhD Theses) by Subject "Data Science"
Now showing items 1-12 of 12
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Adaptive knowledge extraction and loose semantic coupling in multimedia publish/subscribe overlay networks
(NUI Galway, 2022-06-14)The primary use of communication networks today has shifted towards content dis-tribution despite being originally designed for conversations between communicatingendpoints. The massive amounts of data ... -
Dashboards for supporting cancer care in value-based healthcare context – Information needs, design principles and acceptance
(NUI Galway, 2021-09-19)Improving the value of care is central to the value-based healthcare model. This model emphasises the active role of patients in decision making and providing them with the information they require during the different ... -
Efficient path query approaches over distributed linked data
(NUI Galway, 2021-03-18)In the past decade, graphs have become the defacto data model in some of the popular application domains such as bioinformatics, social, and road networks. One of the most used variants of the graph model is the labeled ... -
Entity summarisation for entity-centric publish/subscribe systems
(NUI Galway, 2021-12-21)The Internet of Things (IoT) has contributed to physical devices generating entity-centric data (e.g. smart buildings). To bridge the gap between the devices’ data and the users’ interests, Publish/Subscribe systems (Pub/Sub) ... -
Exploration algorithms for discoverable and undiscoverable decentralised online social networks
(NUI Galway, 2021-12-09)Decentralised online social networks (DOSNs) are a solution to privacy and security problems encountered in online social networks. In DOSNs, a user controls their data and chooses personal storage for their social network ... -
Generating and ranking candidate data models from background knowledge
(NUI Galway, 2021-01-04)Knowledge graphs have emerged as a core technology to publish, share, and integrate data on the Web. Contrary to traditional data storage solutions, such as relational databases, one of the core functionalities of Knowledge ... -
Integrating structured and unstructured knowledge sources for domain-specific chatbots
(NUI Galway, 2023-11-07)The increasing demand for customer support in various industries and the popularity of con versational interfaces has necessitated the development of chatbots. The availability of domain knowledge has enabled chatbots to ... -
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 ... -
On-device learning, optimization, efficient deployment and execution of machine learning algorithms on resource-constrained IoT hardware
(NUI Galway, 2022-07-12)Edge analytics refers to the application of data analytics and Machine Learning (ML) algorithms on IoT devices. The concept of edge analytics is gaining popularity due to its ability to perform AI-based analytics at the ... -
Semantic knowledge graphs to understand tumor evolution and predict disease survival in cancer
(NUI Galway, 2020-07-06)Genomics technologies have generated large amounts of easily accessible biological -omics data, providing an unprecedented opportunity to study the mechanism in cancer. However, clinical research and the life sciences ... -
Supporting sense-making experiences of city dashboards - a design solution
(NUI Galway, 2021-10-05)Public city dashboards are online platforms giving access to data and information about a city to users. Giving access to data must, however, include methods to enable citizens to use this data which, first and foremost, ... -
Unsupervised deep representation learning for low-resourced languages and applications
(NUI Galway, 2023-05-08)Artificial intelligence and Natural Language Processing (NLP) are becoming integral parts of modern tech nologies and amenities starting from the adaptation of Amazon Alexa to automatic chatbots in different industries. ...