Category Archives: Algorithms

Advanced Machine Learning and Data Mining: A New Frontier in Artificial Intelligence Research

Special Issue Information: Advanced Machine Learning and Data Mining: A New Frontier in Artificial Intelligence Research (Big Data and Cognitive Computing Journal)

Call for Papers

Without data, there is no machine learning (ML), so there is no doubt that big data and ML are inextricably linked. However, much research to date has tended to treat them as separate areas of development. As we are confronted with today’s difficult problems and the wealth of held data continues to grow, it is vital that new, innovative ways of examining, testing, and using big data to produce useful information are both researched/developed and integrated. Whether this be for the social good (health diagnostics, for example) or corporate gain (competitive advantage), given the exponentially increase in both the volume of data and the velocity by which it is generated, the need for the expansion of direct cooperation of mining big data with ML is long overdue. For this Special Issue, as the individual fields of advanced machine learning and advanced data mining are well established, the focus will be specifically on their intersection: the point―or points―at which one aids, needs, or enhances the other.

This new frontier is almost boundless, but will eventually become the norm. Automatically learning and improving from experience without being explicitly programmed gives great opportunities. The quality of the data being used, its speed of acquisition, and the effectiveness of processing are all of vital importance―if Microsoft’s AI chatbot Tay taught us anything at all, it is certainly this.

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AI/Machine Learning for Minefield Clearance

“Glyndwr University researcher seeks real world data to develop AI landmine clearance”

A landmine research project which aims to develop an artificial intelligence approach to mine clearance is being developed at Wrexham Glyndwr University.

The project – which is currently in its developmental stages – is being developed by Computing PhD student Alexander Bruckbauer who is working on building the model under the supervision of Professor of Computing Futures Vic Grout.

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New edition of ‘Conscious’

Yes, indeed, there’s a new edition of the novel!

Updated slightly to reflect changing world events (although, sadly, all the initial predictions are pretty much coming true now).  And with a swish new cover!  Just search for ‘Vic Grout Conscious’ on Amazon in your region (and choose the one with the cool blue cover) or use the direct links below.

Enjoy!


Turing Test for Dogs

A good, punchy, witty reminder from Existential Comics that most people who drone on about the ‘Turing Test’, particularly news reports that some new software has ‘passed the Turing Test’, have never even read, let alone understood, Turing’s original 1950 paper.

Just to recap on a few essentials:

  • The ‘Turing Test’, even by today’s common interpretation, relies on a human decision-maker, whose sophisitication in recognising AI presumably increases with the development of AI itself.  It isn’t precise enough to be a ‘test’.  It never was a ‘test’.
  • Turing himself, never proposed any ‘test’, merely an illustrative game to compare impressions of intelligence.
  • The figures Turing gave were a prediction of what might be possible, not a benchmark for passing any ‘test’.
  • There is no ‘Turing Test’.

Read the paper!