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Maths & Computing PhD Research Projects

We have 1,661 Maths & Computing PhD Research Projects

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We have 1,661 Maths & Computing PhD Research Projects

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Machine Learning and Cognitive Modelling Applied to Video Games

Video games have been viewed as an ideal test bed for the study of AI. However, most of the academic work in this area focused on traditional board and card games where limited AI techniques have been tested. Read more

Multi-task Learning and Applications

In traditional machine learning, a learning system can be trained to deal with a specific single task, while human is able to complete multiple tasks with the same learning strategy. Read more

Biologically-Plausible Continual Learning

Continual learning (aka lifelong learning) refers to a problem on how a learning system learns multiple tasks in succession over the lifespan where later tasks do not degrade the performance of the system learned for the earlier tasks and, ideally, the system can leverage the knowledge learned in previous tasks to facilitate learning the new tasks better. Read more

Zero-Shot Learning and Applications

Zero-shot learning refers to a novel paradigm on learning how to recognise new concepts by just having a description of them. For example, zero-shot learning works on a setting of solving a classification problem when no labelled training examples are available for all classes, which are divided into two class subsets. Read more

Evaluating Systems for the Augmentation of Human Cognition

There is a growing interest in the use of technology to extend the capabilities of the human mind. Examples include. Systems that capture and represent data about human experiences in order to support retrospective memory;. Read more

Pervasive Technology for Multimodal Human Memory Augmentation

Technology has long had an important role in supporting human memory. However, developments in pervasive computing are beginning to offer the potential to re-think and re-define how technology can augment human memory. Read more

Data Wrangling

Data wrangling is the process by which the data required by an application is identified, extracted, cleaned and integrated, to yield a data set that is suitable for exploration and analysis. Read more

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