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We have 70 Cardiff University, Cardiff School of Computer Science & Informatics PhD Projects, Programmes & Scholarships

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Cardiff University, Cardiff School of Computer Science & Informatics PhD Projects, Programmes & Scholarships

We have 70 Cardiff University, Cardiff School of Computer Science & Informatics PhD Projects, Programmes & Scholarships

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Chess as a platform for inherently interpretable AI research [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics
About the Project. The way in which AI systems make decisions is often different from the approach a human takes. Thus, the operation of an AI system may be difficult to interpret and learn from, and poses the problem of user trust. Read more
 Supervisors: Dr K Sidorov, Dr G Theodorakopoulos, Dr JC Camacho Collados
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Chess as a platform for inherently interpretable AI research

Cardiff University Cardiff School of Computer Science & Informatics
About the Project. The way in which AI systems make decisions is often different from the approach a human takes. Thus, the operation of an AI system may be difficult to interpret and learn from, and poses the problem of user trust. Read more
 Supervisors: Dr K Sidorov, Dr G Theodorakopoulos, Dr JC Camacho Collados
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Robust, rich, and data efficient dynamic object description systems for enhanced robot navigation [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics
Seamless deployment of robots in complex dynamic environments hinges on their capability to estimate the state of dynamic objects such as pedestrians or vehicles. Read more
 Supervisor: Dr V Romero-Cano
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Analysing trends in belief systems on social media

Cardiff University Cardiff School of Computer Science & Informatics
About the Project. It is assumed in the literature that over the last 30 years there has been a shift in people's fundamental belief systems, away from traditional enlightenment values (universality, free speech, individualism) towards applied post modernism. Read more
 Supervisors: Dr MWA Caminada, Dr L Espinosa-Anke
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Explaining AI using human-computer dialogue [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics
Project description. Abstract. With the rise of autonomous intelligent technology, the ability to explain why a particular action was proposed or taken is more urgent than ever. Read more
 Supervisors: Dr MWA Caminada, Dr L Espinosa-Anke
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Explaining AI using human-computer dialogue

Cardiff University Cardiff School of Computer Science & Informatics
Project description. Abstract. With the rise of autonomous intelligent technology, the ability to explain why a particular action was proposed or taken is more urgent than ever. Read more
 Supervisors: Dr MWA Caminada, Dr L Espinosa-Anke
 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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Influence Maximisation and Counter-Narratives for Mitigating Harmful Viral Posts in Social Networks

Cardiff University Cardiff School of Computer Science & Informatics
Aim and Goals. The core objective of this PhD research project is to delve into the intricacies of Influence Maximization (IM) within social networks, thereby identifying influential users capable of spreading messages effectively across these platforms. Read more
 Supervisors: Dr F Liberatore, Dr M T Pilehvar
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Using Context Interactions to Explain Safety Critical Decisions and Actions in Human-Robot Interaction

Cardiff University Cardiff School of Computer Science & Informatics
More and more we are seeing complex neural networks and large data models -sometimes referred to as foundation models-  to solve issues in AI and Robotics. Read more
 Supervisors: Dr C Wallbridge, Dr J Hernandez Vega, Dr N Verdezoto Dias
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Enriching Music Libraries [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics
  Research Group: Visual Computing
Project description. Music is an important phenomenon in human civilization, about which we understand surprisingly little. The information contained in musical scores is the central resource for musicological research, performers, composers, and librarians. Read more
 Supervisors: Dr K Sidorov, Prof P Rosin
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Enriching Music Libraries

Cardiff University Cardiff School of Computer Science & Informatics
  Research Group: Visual Computing
Project description. Music is an important phenomenon in human civilization, about which we understand surprisingly little. The information contained in musical scores is the central resource for musicological research, performers, composers, and librarians. Read more
 Supervisors: Dr K Sidorov, Prof P Rosin
 6 May 2024  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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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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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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Achieving Robust Quantum Control through Deep Reinforcement Learning [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics
The success of quantum computing, simulation, and sensing applications hinges on achieving robust control over quantum systems. Read more
 Supervisors: Dr F Langbein, Dr K Sidorov, Dr Y Li
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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