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We have 14 anomaly detection PhD Projects, Programmes & Scholarships PhD Projects, Programmes & Scholarships

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anomaly detection PhD Projects, Programmes & Scholarships PhD Projects, Programmes & Scholarships

We have 14 anomaly detection PhD Projects, Programmes & Scholarships PhD Projects, Programmes & Scholarships

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Anomaly Detection and Disease Classification in Electrocardiogram Signals using Advanced Signal Processing and 3D Image Classification

For provision of correct medicine, treatment and correct therapy, an accurate diagnosis is required. There are situations in which time-critical decisions need to be made to provide the right treatment to avoid long term morbidity or in some cases even death. Read more
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Bayesian Meta-Learning for Earth Observation: Better Models with Less Data - SENSE CDT

Machine learning has brought significant improvements to pattern recognition systems in the past decade [5]. The three main factors that this success is attributed to are the use of deep neural networks, very large annotated training datasets, and abundant computing resources. Read more

Self-supervised learning defending against advanced cyber threats in IoT [Self Funded Students Only]

  Research Group: Cybersecurity, Privacy and HCC Research Section
Machine learning techniques have been increasingly used in enhancing security by offering IoT systems anomaly detection, threats identification, malware detection, automated threat response, etc. Read more

Generative Deep Learning Models for Automated Craniofacial Surgical Planning

Aims of the Project. Implement a deep learning-based approach to detect and localise craniofacial anomalies in children. Develop a generative method to simulate a stereotypical paediatric skull from a skull with detected anomalies using a skull atlas as reference. Read more

Security of Electric Vehicle Charging Infrastructure

The rise of Electric Vehicles (EVs) drives an increase in demand and rapid development of the charging infrastructure, where a charger interconnects with an EV and a charging provider as well as a site controller to authorise charging sessions and report any errors. Read more

Towards an Evolving Approach to Evaluate Security Monitoring Tools

With continuing growth in the size of computer networks and applications, the potential damage that can be caused is increasing. Intrusion detection is a common cyber security mechanism used to detect malicious activities in host and/or network environments. Read more

Machine learning solutions for computer network operations

We invite driven and enthusiastic PhD candidates to work in computer network operations and machine learning, in the Wolfson School of Mechanical, Electrical and Manufacturing Engineering at Loughborough University. Read more
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