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.
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.
No, we’re not talking technological singularity; something a bit more down to earth: just good old fashioned fake news really but with a new twist. A fairly, short, simple, not terribly deep piece this month, but combining with what’s gone before to lead to next month’s proposition broadly along the lines of “Is it possible for a race to ‘stupid’ itself into extinction?”
In an early original episode of Star Trek, Jim Kirk gets into trouble when some recorded video evidence is falsified, appearing to show negligence. As the storyline unfolds, it’s generally accepted that few people would have had the necessary expertise to do this, which eventually points the way to the falsifier. In fact, this concept continued to turn up in many Star Trek series and films as the years passed.
At the time (of the initial episode), in the real world, of course, such an idea would have been almost unimaginable. Back then, it was hard to credibly manipulate still photographs, let alone moving pictures. And it’s hard to say if many people were even speculating so far as, “I wonder how long it will be before we can do that?” Really, it was just bonkers.
But we’ve come a long way.
So what are the chances of a global, on-demand, real-time, publicly-accessible DNA database? (Or what are the chances of stopping it?)
The increasing simplicity and speed with which DNA testing can now be performed has already changed lives. Not only can simple issues of parenthood be resolved (sometimes disproved) quickly – often causing great distress, the gradual expansion and combination of DNA databases has exposed relationships previously unrealised and even potentially compromising in private and working lives.
How far could this go?