Category Archives: Mathematics

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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Another Week, Another Nonsense Graph from the Government!

So another week passes by with yet more truly awful science from the UK Government

(Yes, it may well be true that the real Covid-19 scientists are working well – and properly – in the background but it’s becoming increasing obvious that ministers in front of the camera either don’t – or won’t – understand what they’re being told.)

This probably sums it up as well as anything could:  https://www.thepoke.co.uk/2020/05/10/boris-johnsons-covid-19-update-speech-went-down-like-a-cough-in-a-lift/ but the focus of this particular post is that graph above.

What the hell is that?

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How to Lie with Statistics!

This month’s post is inspired by two things.  Firstly, a wonderful textbook, a set pre-university text from my days as a maths student: https://www.amazon.co.uk/How-Lie-Statistics-Penguin-Business/dp/0140136290

Secondly, this:

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Going up Exponentially …

“The greatest shortcoming of the human race is our inability to understand the exponential function.”

Albert Allen Bartlett

These are depressing times so this month’s contribution (a bit short for time, to be honest), though topically linked to the ongoing pandemic, deserves attention from different angles in its own right.

We’re going to have a quick look at exponential growth.

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