Cray’s partnership on the programme enables the Machine Intelligence Garage to offer companies the supercomputing power and expertise required to develop and build machine learning and AI solutions. The Cape story via Bloomsbury AI shows just how this can be done.

As part of the programme, Bloomsbury AI leveraged a…

Machine learning algorithms are susceptible to returning unsatisfactory predictions when trained on imbalanced datasets. This is because the classifier often learns to simply predict the majority class all of the time. Taking an extreme example of a two class dataset where the minority class only accounts for 5% of the…

Simon Parkinson completed a residency with Digital Catapult researching permissions creep

During my time as Digital Catapult Researcher in Residence, I undertook research, guided by end-user consultation, into machine learning techniques of detecting irregular access control permissions without any prior knowledge (i.e., they are unsupervised). This resulted in the development of a new modelling and learning technique, which was applied to…

We are living in the age of the creative. Countries around the world are shifting towards a knowledge economy, where the quantity, quality and accessibility of information are of central importance and at the heart of this system lies the prized creators and disseminators of the creative industries.

Collectively, the…

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Digital Catapult is the UK authority on advanced digital technology. www.digicatapult.org.uk

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