Being a subject of multi-disciplinary interest, findings of phytoremediation research has resulted in generation of enormous data and their publication in a variety of journals and books.
So-called machine learning can sometimes help (spell-checking is a case where it can help a lot, and ditto for speech recognition), but nobody has ever, for example, built a world-class chess program by taking a generally smart machine, endowing it with enormous data, and letting it learn for itself.
Indeed, as Big Data swells into Enormous Data and the Internet of Things becomes the Internet of Everything, the torrent of information much of it from sensors that monitor conditions in terms of fractions of a second threatens to swamp traditional computer storage and processing systems.
Additionally, our method does not require the emotional speech of new speakers, and can save enormous data collection and labeling costs.
Today, breakthroughs are being made not just in labs but on laptops, as biomedical researchers trained in mathematics, computer science, and statistics use powerful new analytic tools to glean insights from enormous data sets and help doctors prevent, treat, and cure disease.
We have significant evidence for this - deductio ad absurdum - in the emergence of exotic and synthetic securities, traded by hedge funds and investment banks, using enormous data sets and complex mathematical models, fed into program trading systems that take the decision-making out of the hands of individuals.
But fields such as climate research, genomics, and toxicology are all grappling with enormous data sets and models that generate probabilistic instead of definitive findings.
Developing and optimizing advanced, yet practical, interference mitigation techniques is particularly important nowadays, due to the rapid pace of growth of wireless networks with enormous data usage, and the scarcity of the available radio resources, e.g. bandwidth and transmit power.
It is part of Google's dive into a business known as cloud services — renting to other businesses access to its enormous data storage and computing power, accessible by the Internet.
Twenty years ago, the only people who cared about so-called "big data"—the only ones who had enormous data sets and the motivation to try to process them were members of the scientific community, says Usama Fayyad, executive chair of ACM's Special Interest Group on Knowledge Discovery and Data Mining and former chief data officer at Yahoo.
IoT urgently requires monitoring of enormous data streams and more intelligent defense mechanisms such as deep packet inspection.
