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Aberdeen University, Department of Computing Science PhD Projects, Programs & Scholarships

We have 12 Aberdeen University, Department of Computing Science PhD Projects, Programs & Scholarships

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Department of Computing Science  Aberdeen University

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We have 12 Aberdeen University, Department of Computing Science PhD Projects, Programs & Scholarships

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Data Engineering in Automatic Machine Learning

Artificial intelligence (AI) using machine learning (ML) is being widely used in industry such as in finance, engineering, health care, energy, chemistry, etc. Read more

Improving Automated Retinal Image Analysis Using Deep Learning

Diabetic retinopathy is a major complication affecting people with diabetes and can be detected by retinal scans. NHS Grampian uses a software (DRIA-2) to automatically such images and thus reduce the workload on practitioners. Read more

Question-driven XAI

As more and more machine learning (ML) models, particularly black-box ML models (read deep learning models), are operationally deployed, users like to understand the inner workings of these ML models. Read more

Cybersecurity in Vehicle-to-Everything (V2X) Communications

The functional safety of many intelligent systems, such as autonomous robots and self-driving cars, remains largely dependent on the security and robustness of the trustworthy systems. Read more

A Hybrid Machine Learning Based Approach to Norm Recognition

This project will examine how machine learning, planning and intention recognition can be combined to both recognise and synthesise behavioural norms in complex systems. Read more

Causal inference using deep learning

Nowadays, artificial intelligence (AI) using machine learning (ML) is greatly influencing our life in numerous areas including medical science, energy, social science, and others. Read more

Realistic Simulation: Synthetic to Realistic Underwater Scene Translation

 . Simulation is a powerful tool to assess the performance of techniques. Simulation not only reduces the cost of collecting data and real-world tests, but also improves safety during the period of development and testing. Read more

Device-aware Security Solution for Critical Infrastructure

The trade-off between the IoT device's ability to perform its tasks and the required built-in security protection will be an important challenge, especially when considering the power and/or computing constraints. Read more

Studying the security and privacy of Identity management systems

Identity management systems (such as OAuth 2.0 and OpenID Connect) have been widely adopted by a range of Relying Parties and Identity Providers, there are already more than a billion OpenID Connect and OAuth 2.0-based user accounts, provided by a range of providers including Microsoft, PayPal, Facebook, Google. Read more
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