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Mathematics (algorithm) PhD Projects, Programs & Scholarships

We have 22 Mathematics (algorithm) PhD Projects, Programs & Scholarships

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  Spatial statistical methods and machine learning for analysis of retinal images of optic disc
  Dr G Czanner, Dr S Czanner
Applications accepted all year round

Funding Type

PhD Type

Automated disease diagnosis using medical imaging data is an increasingly important problem. For example, colour retinal images are used to detect glaucoma - a major cause of blindness.
  Developing a new learning algorithm for biologically inspired spiking neural networks
  Dr A Taherkhani, Prof TM McGinnity, Dr G Cosma
Applications accepted all year round

Funding Type

PhD Type

The brain’s processing ability to solve complex problems has inspired many researchers to investigate how the brain processes information, reasons and its learning mechanisms.
  On multi-dimensional continued fractions
  Dr K M Schmidt, Dr M Lettington
Applications accepted all year round

Funding Type

PhD Type

n a recent breakthrough, a particular multi-dimensional analogue of the two-dimensional continued fraction algorithm has been established by Lettington and his collaborators, which incorporates and extends the normal continued fraction construction of convergents to a point (x1,...,xm)∈Rm.
  Doctor of Engineering (EngD): Computational Techniques for the Flat Imager
  Prof D Reid
Application Deadline: 30 January 2020

Funding Type

PhD Type

MBDA has patented a novel infrared (IR) imaging device known within the company as the Flat Imager. The Flat Imager is similar in design to a TOMBO* imaging system, in so far as the device will capture multiple similar images of a scene.
  Ensemble Strategies for Semi-Supervised, Unsupervised and Transfer Learning
  Dr K Chen
Applications accepted all year round

Funding Type

PhD Type

Traditionally there are two main paradigms in machine learning, supervised vs. unsupervised learning.
  Development of Robust Simultaneous Localisation and Mapping Techniques for Autonomous Underwater Vehicles Operating under the Polar Sea-Ice
  Prof E Rogers, Dr A. Phillips, Dr G Salavasidis
Application Deadline: 3 January 2020

Funding Type

PhD Type

Project Rationale. Despite the considerable effort directed towards AUV navigation, a self-contained solution remains a key challenge.
  Optimisation methods for (deep) neural networks
  Dr C Grosan
Applications accepted all year round

Funding Type

PhD Type

A machine learning algorithm can be viewed as a mapping between inputs and outputs, with the scope of optimising and tuning the parameters that describe it so that the performance is improved.
  Doctor of Engineering (Eng D): Process optimisation strategies for multiple COSI techniques
  Prof D Reid, Dr C Clemente, Prof S Marshall
Application Deadline: 30 January 2020

Funding Type

PhD Type

MBDA is expanding its research into Computational Optical Sensing and Imaging (COSI). One area of interest is Structured Imaging using, for example, Ladar (Laser Detecting and Ranging) to map a scene in real-time.
  Designing Efficient Distributed Graph Algorithms
  Dr A Trehan
Application Deadline: 1 October 2020

Funding Type

PhD Type

This project seeks to design and mathematically analyse distributed graph algorithms. Distributed graph algorithms allow us to model, explore and design solutions for all kinds of networks (computers/human/social).
  Problems in large graphs (e.g., social networks, VANETs)
  Dr R Sakellariou
Applications accepted all year round

Funding Type

PhD Type

A number of interesting problems nowadays can be modelled by large graphs. For example, web links constitute a graph (google and the pagerank algorithm exploit properties of this graph), also facebook friendships, paper citation patterns and many more.
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