Browsing University of Galway Theses (PhD Theses) by Author "Breslin, John G."
Now showing items 1-8 of 8
-
Building semantic models and knowledge graphs for intelligent smart manufacturing applications
Yahya, Muhammad (NUI Galway, 2024-04-04)Industry 4.0 (I4.0) (or smart manufacturing) is a new era in the industrial revolution that emphasises machine connectivity, automation, and data an alytics. This revolution has led to the creation of production lines ... -
Exploration algorithms for discoverable and undiscoverable decentralised online social networks
Ara, Safina Showkat (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 ... -
Neural transfer learning for natural language processing
Ruder, Sebastian (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 ... -
On-device learning, optimization, efficient deployment and execution of machine learning algorithms on resource-constrained IoT hardware
Sudharsan, Bharath (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 ... -
A scalable spatio-temporal query processing engine for linked sensor data
Nguyen, Hoan Mau Quoc (NUI Galway, 2020-02-25)The ever-increasing amount of Internet of Things (IoT) data emanating from sensors and mobile devices is creating new capabilities and unprecedented economic opportunity for individuals, organizations, and states. To fully ... -
Semantics-aware user modeling and recommender systems in online social networks
Piao, Guangyuan (NUI Galway, 2018-05-08)The popularity of Online Social Networks (OSNs) has rapidly increased over the past few years. User modeling (including creating user interest profiles) and recommendation approaches in OSNs are important methods to deal ... -
A Social Context Enabled Framework for Semantic Enrichment and Integration of Web Videos
Choudhury, Smitashree (2012-09-03)The automatic inference of video semantics is an important but highly challenging problem whose solution can greatly contribute towards the annotation, retrieval, personalisation and reusability of video on the web. From ... -
Uncertainty-aware fault diagnosis for safety-related industrial systems
Kafunah, Jefkine (NUI Galway, 2024-04-15)Industry 4.0 (I4.0) has enabled dynamic modern-day industrial environ ments through rapid automation and improved access to real-time data from complex industrial operations. The I4.0 suite of digital technologies, including ...