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We have 38 Edinburgh Napier University Artificial Intelligence PhD Projects, Programmes & Scholarships

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Computer Science

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Institution

School of Computing, Engineering & the Built Environment  Edinburgh Napier University

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Edinburgh Napier University Artificial Intelligence PhD Projects, Programmes & Scholarships

We have 38 Edinburgh Napier University Artificial Intelligence PhD Projects, Programmes & Scholarships

An AI-driven approach to proactive Internet Of Things (IoT) based systems

The Internet of Things (IoT) refers to the ever-growing network of physical objects such as smart devices, vehicles, buildings and other items embedded with electronics, software, sensors, actuators, and network connectivity that enable these objects to interact autonomously and intelligently. Read more

Machine unlearning for large language models

ChatGPT has popularized Large Language Models (LLMs), which are now at the forefront of today's AI boom. The LLMs are remarkable tools that can understand, generate, and interact with human language in a natural way. Read more

Introspection of Virtual Machines using AI

There has been a huge growth in the use of virtualised technologies for computing. This includes fully virtualised servers in the cloud, as well as more lightweight solutions such as containers and docker. Read more

Forensic storage carving using AI

In computer forensics, investigators need to be able to analyse storage devices. Storage devices tend to store information in blocks, and the arrangement of blocks in a certain order is the thing which represents a data object. Read more

Machine Learning and Hyper-heuristics

Hyper-heuristics (HH) have been successfully used to solve combinatorial problems from different problem domains, such as vehicle routing, bin packing and constraint satisfaction problems. Read more

Using multi-agent systems to help households reduce peak electricity consumption in ways they perceive as fair

The UK and the EU have both recently updated their legislation to put net zero emissions targets in place for 2050. This requires moving away from using fossil fuels for energy generation, and moving towards renewable sources such as photovoltaic cells and wind turbines. Read more

Generative navigation for autonomous robots using active inference

Simultaneous Location And Mapping (SLAM) is a strategy that allows autonomous mobile robots to navigate their environment. Sensors on board the robot detect walls and objects and the sensor data is used to construct a representation of the physical surroundings. Read more

Characterising Automatically Generated Text

Research is needed to understand the differences between human and machine generated text. Prior research has focused on identification of identification of deceptive text, such as phishing attempts or bot-generated tweets. Read more

Robot Learning for Robust Control

Robots will be part of our everyday life. They will support us in tasks that are complex, dangerous or repetitive. In the last decade, we have seen how robots can solve complex tasks if appropriately trained. Read more

AI-Driven Discovery of Genetic Markers in Developmental Disorders

Developmental disorders (DDs) are defined as a group of conditions manifesting as cognitive, social, and motor dysfunctions The existing literature showcases the potential of Artificial Intelligence (AI) and genomics in advancing our understanding and diagnosis of DDs. Read more

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