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We have 58 Machine Learning PhD Projects, Programmes & Scholarships in Cardiff

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Machine Learning PhD Projects, Programmes & Scholarships in Cardiff

We have 58 Machine Learning PhD Projects, Programmes & Scholarships in Cardiff

Cardiff University

A world-leading research community, in the heart of a thriving capital city.

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Applying novel imaging methods and machine learning techniques to advance in-vivo knee biomechanics analysis

Cardiff University Cardiff School of Engineering
3 years full time start date July/October 2024. Project Summary. This is an opportunity to work on an exciting project focussed on machine learning applied to in-vivo knee biomechanics working with Cardiff University, Imperial College, Katholieke Universiteit Leuven and University of Florida. Read more
 Supervisors: Prof C A Holt, Dr DW Williams
 30 April 2024  PhD Research Project  Funded PhD Project (UK Students Only)
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Machine Learning with Ontologies for Supporting the Management of Mental Health Problems and Disorders [Self Funded Students Only]

Cardiff University Cardiff School of Computer Science & Informatics
According to Mind [1], 1 in 4 people will experience a mental health problem of some kind each year and 1 in 6 will report experiencing a common mental… Read more
 Supervisor: Dr A Abdelmoty
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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AI-enhanced Quantitative MRI for Multi-Scale Multi-Modal Neuroscience

Cardiff University Cardiff School of Computer Science & Informatics
Project description. Aims. The primary aim is to pioneer state-of-the-art machine learning methods for medical imaging that can non-invasively characterise tissue structure and function. Read more
 Supervisors: Dr P Slator , Dr M Palombo, Dr C McNabb , Prof M Cercignani
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Enhancing Credibility Assessment in Information Systems through Few-Shot Learning

Cardiff University Cardiff School of Computer Science & Informatics
Aim and Goals. This project proposal seeks to innovate at the intersection of few-shot learning and credibility assessment in information systems (including recommender systems), leveraging the scarcity of data to enhance the trustworthiness and reliability of such platforms. Read more
 Supervisors: Dr F Liberatore, Dr J Shao
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Data-Centric Solutions for Earth Observation Challenges: Developing Cutting-Edge Techniques for Remote Sensing Analysis [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics
In today's data-driven landscape, the importance of data-centric machine learning methodologies cannot be overstated where they prioritize the quality, diversity, and accessibility of data, recognizing that the performance and reliability of machine learning models heavily depend on the data they are trained on. Read more
 Supervisors: Dr O Karakus, Prof P Rosin
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Data-Centric Solutions for Earth Observation Challenges: Developing Cutting-Edge Techniques for Remote Sensing Analysis

Cardiff University Cardiff School of Computer Science & Informatics
In today's data-driven landscape, the importance of data-centric machine learning methodologies cannot be overstated where they prioritize the quality, diversity, and accessibility of data, recognizing that the performance and reliability of machine learning models heavily depend on the data they are trained on. Read more
 Supervisors: Dr O Karakus, Prof P Rosin
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Early-Stage Cancer Detection with Lightweight and Robust Machine Learning [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics
This PhD project addresses the challenge of early-stage cancer detection. Artificial intelligence (AI) and machine learning (ML) are transforming medical diagnosis, such as cancer detection. Read more
 Supervisors: Dr F Langbein, Dr J Wu, Dr K Sidorov, Dr A Abdelmoty
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Early-Stage Cancer Detection with Lightweight and Robust Machine Learning

Cardiff University Cardiff School of Computer Science & Informatics
This PhD project addresses the challenge of early-stage cancer detection. Artificial intelligence (AI) and machine learning (ML) are transforming medical diagnosis, such as cancer detection. Read more
 Supervisors: Dr F Langbein, Dr J Wu, Dr K Sidorov, Dr A Abdelmoty
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Enhanced spectroscopy-based in-situ environmental monitoring: development of novel materials and machine learning techniques

Cardiff University Cardiff School of Engineering
Self funded 3.5 year PhD in Engineering. Project Summary. Water and soil health has been jeopardized globally by various types of contaminants, posing significant threats to the biodiversity and food security. Read more
 Supervisor: Dr FJ Jin
 1 May 2024  PhD Research Project  Self-Funded PhD Students Only
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Model Predictive Control for Autonomous Vehicles and Robots [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics
  Research Group: Visual Computing
Model predictive control (MPC) is a family of modern control methods that have demonstrated impressive performance in a variety of scenarios, including in robotics and autonomous vehicle control. Read more
 Supervisors: Dr K Sidorov, Dr O Karakus
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Model Predictive Control for Autonomous Vehicles and Robots

Cardiff University Cardiff School of Computer Science & Informatics
  Research Group: Visual Computing
Model predictive control (MPC) is a family of modern control methods that have demonstrated impressive performance in a variety of scenarios, including in robotics and autonomous vehicle control. Read more
 Supervisors: Dr K Sidorov, Dr O Karakus
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Quantum Leap in Medical Diagnosis: Advanced Magnetic Resonance Spectroscopy for Metabolite Quantification [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics
Magnetic resonance spectroscopy (MRS) offers a powerful, non-invasive window into the body's biochemistry. By analyzing the unique spectral signatures of small molecules called metabolites, involved in essential cellular processes, MRS has the potential to revolutionize disease diagnosis. Read more
 Supervisors: Dr F Langbein, Dr O Karakus
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Quantum Leap in Medical Diagnosis: Advanced Magnetic Resonance Spectroscopy for Metabolite Quantification

Cardiff University Cardiff School of Computer Science & Informatics
Magnetic resonance spectroscopy (MRS) offers a powerful, non-invasive window into the body's biochemistry. By analyzing the unique spectral signatures of small molecules called metabolites, involved in essential cellular processes, MRS has the potential to revolutionize disease diagnosis. Read more
 Supervisors: Dr F Langbein, Dr O Karakus
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Model Predictive Control for Autonomous Vehicles and Robots [Self Funded Students Only]

Cardiff University Cardiff School of Computer Science & Informatics
Model predictive control (MPC) is a family of modern control methods that have demonstrated impressive performance in a variety of scenarios, including in robotics and autonomous vehicle control. Such methods rely on models that can predict a system's future behaviour in response to control inputs in order to find the optimal actions that drive the system to a desired state. Read more
 Supervisor: Dr K Sidorov
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Mapping the Character of Geographic Places [Self Funded Students Only]

Cardiff University Cardiff School of Computer Science & Informatics
Historically maps were often designed to engage the reader and to communicate some particular aspects of the places portrayed, including the appearance of landscape and of individual buildings. Read more
 Supervisors: Prof Y Lai, Prof C Jones, Prof P Rosin
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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