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Data Analysis PhD Projects, Programs & Scholarships in Reading

We have 29 Data Analysis PhD Projects, Programs & Scholarships in Reading

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  A new approach to modelling complex human/robot movement dynamics using techniques from machine learning
  Prof X Hong, Prof W Harwin, Prof R Mitchell
Applications accepted all year round

Funding Type

PhD Type

Advances in sensing and communications have made it easy to obtain large sets of measurements about an entity, activity or event.
  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.
  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.
  Computer Vision and Remote Sensing – Terrain Feature Classifications
  Dr H Wei, Prof J Ferryman, Prof X Hong, Dr G DiFatta
Applications accepted all year round

Funding Type

PhD Type

The research is mainly concerned with automated image understanding and processing of remotely. sensed data, such as multispectral/hyperspectral images, as well as LIDAR data, which provide height information of terrain.
  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.
  Identification of tree species based on UAV captured images
  Dr H Wei, Prof J Ferryman, Dr G DiFatta
Applications accepted all year round

Funding Type

PhD Type

Computer Computer vision technology has been found to be an important application in remotely sensed data understanding. This research exploits high‐resolution images captured by UAV payload cameras to identify tree species.
  Multi-view approaches for content-based image clustering
  Prof X Hong, Dr H Wei, Prof J Ferryman
Applications accepted all year round

Funding Type

PhD Type

Human and animal learning are naturally in the so-called semi-supervised mode of learning, i.e. with a limited teaching but more of self-training experiments.
  Robust Deep Time Series Model Selection for Effective Decision Support
  Prof X Hong
Applications accepted all year round

Funding Type

PhD Type

Time series data consists of sampled data points taken over time. Time series modeling and prediction are one of the most fundamental problems and have been subject to intensive researches.
  Flexibility in heating demand using heat pump and energy storage technologies
  Dr M Shahrestani
Applications accepted all year round

Funding Type

PhD Type

Decarbonisation of heat in buildings through switching fuels and transferring the demand from Natural Gas to low carbon electricity will put extra pressure on the electricity network.
  Biomechanics and activity analysis in the wild
  Prof W Harwin, Dr F Hwang
Applications accepted all year round

Funding Type

PhD Type

Movement analysis and recording has been confined to dedicate gait and motion capture facilities, but this only only records movements for a single part of one day in an unusual environment.
  Delivering Sustainable Energy Solutions to Ports
  Prof W Holderbaum
Applications accepted all year round

Funding Type

PhD Type

"Ports are major sources of greenhouse gas emissions as they have to move up to 10,000 containers a day from ship to road or rail transport and correspondingly in the reverse direction from land transport onto ships.
  Effect of dietary vitamin B supplementation on brain neural activity
  Prof Y Zheng, Prof C Williams
Applications accepted all year round

Funding Type

PhD Type

Numerous studies have demonstrated the importance of vitamins B6, B12 and folate, for optimal physiological and neurological functioning.
  Fractional order modelling of neurons
  Dr S Hadjiloucas, Dr E Delivopoulos
Applications accepted all year round

Funding Type

PhD Type

Fractional order calculus (integro-differential equations that are of non-integral order) is an emerging methodology with wide applications across all areas of Physics and Engineering.
  Smart textiles to support rehabilitation and daily living activities post stroke
  Prof R McCrindle
Applications accepted all year round

Funding Type

PhD Type

"The aim of this PhD is to investigate how smart textiles and/or other wearables can be used to assist people who have had a stroke with their communication, rehabilitation, and/or reengagement in daily living activities and hobbies.
  The cognitive Neuroscience of Attention and Working Memory, and Causal Functional Connectivity.
  Dr E Feredoes
Applications accepted all year round

Funding Type

PhD Type

Our lab uses cutting-edge combinations of neuroimaging and analytic techniques to investigate aspects of human cognition. Specifically, we’re interested in the following.
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