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Now showing items 11-20 of 20
Enhancing knowledge graph completion models and selected biological applications
(NUI Galway, 2020-06-18)
Knowledge completion is the task of extending knowledge graphs to enhance the quality of systems relying on them. In recent years, various knowledge completion techniques were developed to model knowledge graphs using ...
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 ...
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 ...
Improved jitter buffer and playout management approach
(NUI Galway, 2020-10-06)
The popularity and adoption of Voice over Internet Protocol (VoIP) communications have risen at an unprecedented level in the recent decade as an alternative to conventional telephony technologies, such as Public Switched ...
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 ...
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 ...
A new framework for adaptive and agile honeypots
(NUI Galway, 2020-01-13)
As new technological concepts appear and evolve, cyberattack surfaces and vectors are exploited. Every Internet facing device or service is vulnerable from the untrusted external Internet. Previously standalone devices are ...
Expressive RDF stream reasoning via data parallelism in answer set programming
(NUI Galway, 2020-02-26)
The Web nowadays is highly dynamic with massive amounts of data being continuously generated from a huge number of devices and services across the Internet. Various application scenarios in several domains, such as environment ...
The evolution of behaviours in swarms of robots
(NUI Galway, 2019-12-09)
Evolutionary swarm robotics uses evolutionary computational techniques to synthesise behaviours for a group of autonomous robots. In a swarm of robots, the collective behaviour of the robots results from the local interactions ...
A scalable spatio-temporal query processing engine for linked sensor data
(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 ...