Expert Knowledge

With over ten years' relevant experience at the cutting-edge of research and development, Vector Anomaly can boast a specialised knowledge of a number of advanced subject areas which are highly relevant to applications in statistical analysis, intelligent data processing and adaptive systems development. This knowledge spans fields such as Machine Learning, Pattern Recognition, Probabilistic Modelling, Bayesian Inference, Data Visualisation, Optimisation, Signal Processing, Neural Computing and Control (further information regarding some of these fields and their applications may be found via the links to the right).

Contemporary technology may well provide a unique facility for solving a particular problem, but of course it cannot be considered to be a panacea. In particular, in the face of a frustrating challenge it can be tempting to try an ad hoc mix-and-match of "off the shelf" technology components such as those mentioned above, but we'd suggest that without the requisite understanding of the inherent complexities and subtleties involved, the fidelity of the "solution" that emerges via this development process may well be significantly compromised.

world class consultancy

By contrast, our depth of knowledge and experience in these areas enables us to successfully exploit the latest technology in order to engineer a range of highly effective solutions to many of the types of problem that you may face. Quite often, the more demanding of these problems cannot be satisfactorily solved via "mainstream" approaches. Even for more straightforward applications, we are often able to exploit new technology to develop solutions that are more accurate, reliable and efficient. 

More information

Follow the links below for more detail about our technology ...

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Innovation

A key advantage we can offer at Vector Anomaly is that our expertise is not limited purely by existing technology. While we never seek to over-complicate in our approach, we have the ability to extend the state-of-the-art and design entirely original solutions in those cases where your application genuinely demands it.

We're proud of our international reputation for innovation in data-analytic science, and our team has made a number of significant original contributions to the field. For example, the world-wide popularity of the ‘relevance vector machine’, our Bayesian predictive modelling technology, offers an illustration of the extent of the influence of our work. Further technical detail on this, and selected other scientific innovations, may be found in the (downloadable) publications listed on our Science page. We have also released a free Matlab ® software implementation of the "Sparse Bayesian" model, which is available from our Downloads page.