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data mining PhD Projects, Programs & Scholarships

We have 49 data mining PhD Projects, Programs & Scholarships

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  Big Data Analytics and Mining: investigating and testing distributed formulations of data mining algorithms that are suitable for the MapReduce paradigm and for other distributed computing approaches
  Dr G DiFatta
Applications accepted all year round

Funding Type

PhD Type

Big Data indicates very large and complex data sets that are difficult to process using traditional and sequential data processing applications.
  Artificial Intelligence and Computer Vision Technology for Multimedia Data Mining
  Research Group: Visual Computing
  Mr I Mehmood
Applications accepted all year round

Funding Type

PhD Type

Large amounts of multi-modal data are already being stored in many collections. There is a huge amount of information, but it is not possible to access or make use of this information unless it is efficiently organized to extract the semantics.
  Data Mining and Visualisation in High Dimensional Spaces
  Dr G DiFatta
Applications accepted all year round

Funding Type

PhD Type

The mining and the visualisation of data in high dimensional feature spaces require the design of efficient algorithms. In high dimensional data spaces distance functions lose their usefulness and optimisation techniques, machine learning and data mining algorithms are very inefficient and ineffective.
  Machine Learning; Data Mining
  Prof A Balinsky
Applications accepted all year round

Funding Type

PhD Type

Deep Learning is another name for a set of algorithms that use a neural network as an architecture.
  Big Data Mining for Fighting Dementia
  Dr G DiFatta
Applications accepted all year round

Funding Type

PhD Type

Dementia describes a set of symptoms that can include memory loss and difficulties with thinking, problem-solving or language. Alzheimer’s Disease (AD) is the most common cause of dementia and is a terminal neurodegenerative disease.
  Scalable Runtime for Data Science and Big Data Systems
  Dr S Ray
Applications accepted all year round

Funding Type

PhD Type

Project objectives. Data systems are going through a major transition due to the challenges of Big Data processing. The volume and velocity of data generated from a variety of sources are far outpacing the available storage and processing capacity.
  Interactive Sequential Pattern Mining of Web Logs
  Dr M Vigo
Applications accepted all year round

Funding Type

PhD Type

Sequential pattern mining algorithms are extremely useful to identify the most salient patterns in sequences of events [1,2]. These events can be transactions on a database or time-series data.
  Automated Big data analysis
  Dr A Starkey, Dr M N Campbell-Bannerman
Applications accepted all year round

Funding Type

PhD Type

This project will focus on the task of automating data analysis tasks, particularly for numerical data but the techniques developed could be applied to other domains such as textual data analysis.
  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.
  Data synthesis and integration for improved climate impact assessment, modelling and policy
  Dr R Cornforth, Dr E Tarnavsky
Applications accepted all year round

Funding Type

PhD Type

Climate change is already demonstrated in changes in the frequency and severity of extreme weather events.
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