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Data Analysis (algorithm) PhD Projects, Programs & Scholarships

We have 41 Data Analysis (algorithm) PhD Projects, Programs & Scholarships

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  Medical image-based computational modelling and an AI algorithm development for lung disease diagnosis (MKUF2019)
  Dr K Kim, Dr T Kim
Application Deadline: 31 January 2020

Funding Type

PhD Type

Medical imaging is a clinically established tool to assess structural or (and) functional abnormalities in a respiratory system. It may provide valuable information beyond the human senses.
  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.
  Unravelling and modelling endogenous controls of plant respiration. PhD in Geography (NERC GW4+ DTP)
  Prof S Sitch
Application Deadline: 6 January 2020

Funding Type

PhD Type

Lead Supervisor. Dr Stephen Sitch, Department of Georgraphy, College of Life and Environmental Sciences, University of Exeter. Additional Supervisors.
  PhD Studentship Opportunity in Developing an indirect damage inspection algorithm for railway bridges
  Dr D Hajializadeh, Prof M Chryssanthopoulos, Dr B Imam
Application Deadline: 1 December 2019

Funding Type

PhD Type

Considering the challenges facing railway industry due to ageing and deteriorating railway bridges and the cost of direct monitoring of bridge conditions, there are obvious merits in monitoring the condition of a bridge without instrumenting sensors directly on the bridge.
  Data science frontier: theory and algorithm
  Prof L Cao
Applications accepted all year round

Funding Type

PhD Type

Theoretical breakthroughs in frontier data science will be built on top of statistic learning and deep learning for complex data analytics and learning.
  UAV-assisted Distributed Blockchain Technology to Secure the IoTs from DDoS
  Dr D GC
Applications accepted all year round

Funding Type

PhD Type

Internet-of-Things (IoT) is an ecosystem of sensors and physical devices that are accessible through the Internet.
  Prediction of Service Demand and Quality of Experience using Deep Learning for Healthcare
  Dr Y Zhang, Prof H Tianfield
Applications accepted all year round

Funding Type

PhD Type

SCEBE-19-010. With the explosive growth of services on the Internet, the number of choices is overwhelming. Traditionally services are passively searched by users.
  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.
  Numerical Modelling of Melt Flows in Polymer Extrusion (DTA)
  Research Group: Polymers and Composites
  Dr C Abeykoon, Dr W Mirihanage
Application Deadline: 30 June 2020

Funding Type

PhD Type

In polymer extrusion, the behaviour of the flow of materials along the screw shows highly variable nature as it is gradually changing from solid to molten state.
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