The functions range from simple transformations to those for more complex techniques like regular expressions and machine-learning algorithms.
FORBES: Ideas for Solving the 'Data' Problem First, the 'Big' Problem Second: The Pentaho Way
The company uses machine-learning algorithms to suggest apps with the highest potential relevance to users up to an exact percentage.
FORBES: By Predicting What You Like, Hooked Makes Ads For Mobile Games Less Terrible
In most cases, the systems involve customized algorithms based on machine-learning methods.
Snapshots of the user's acoustic patterns were sent to a remote server, where the user's emotional state would be calculated by a machine-learning system.
Stillwell says companies are already using these kinds of machine-learning models to make connections, though the companies may not know that they're measuring IQ or extroversion.
Professor Stephen Cox, head of the speech processing laboratory at the University of East Anglia and scientific adviser to the project, said the technology was made possible due to advances in machine-learning algorithms.
Munjal Shah, a Google product manager, said the company worked with about 100 fashion taste-makers such as celebrities, stylists, and designers to pick out clothing they like and teach Google's machine-learning algorithms about their style and tastes.
Jeff Hawkins, Numenta co-founder, and Michael Chui, a principal at the McKinsey Global Institute will discuss on Wednesday evening an alternative approach to big data, using brain-inspired machine learning technology and a cloud-based service called Grok that recognizes complex patterns from data streams and generates actionable predictions in real time.
But Nina may represent a true leap forward in man-machine learning and artificial intelligence.
BillGuard had developed a pitch emphasizing its very sophisticated machine learning algorithm- based analytics.
FORBES: New York's FinTech Innovation Lab Links Startups To Big Banks
The company combines algorithmic machine learning with user-curated content to connect affinity to anything on the Web, from fashion to food trucks.
The combination of advertising-supported content and machine learning creates the potential for the kind of highly targetable environment that marketers have been dreaming of.
Finding threats that are expertly concealed and utilize multiple steps to take over a system, takes a three stage approach that combines aspects of machine learning and a cloud-based knowledge repository.
FORBES: Why Most Companies Are Fighting The Wrong Security Battle
Antonio Criminsi of the Machine Learning and Perception group - the team which in effect invented the visual recognition system of Kinect - demonstrated how Kinect's underlying technology can be adapted for medical diagnosis.
BBC: Possessed furniture: Inside Microsoft's UK research lab
"From about 1990, a group in the U.S. came up with the idea of just treating it as a statistical problem -- more of a machine learning problem where you essentially ignore linguistics and just look for patterns in data, " he said.
Lieberman and colleagues are using their machine learning techniques on the MTV-partnered website "A Thin Line, " where anyone can write in their stories of cyberbullying, read about different forms of online disrespect, and find resources for getting help.
Amazon built X-Ray using its expertise in language processing and machine learning, access to significant storage and computing resources with Amazon S3 and EC2, and a deep library of book and character information.
ENGADGET: Amazon announces $119 Kindle Paperwhite with illuminated, capacitive touch display
And with advances in big data, he sees that as a possibility - he compares the management of big data combined with machine learning with the shipping container revolution in transportation.
In the unstructured data world, especially text, the big trend is predictive coding or predictive analytics that identify high-risk communications, flag them for followup and use machine learning to train a data set.
FORBES: Watch Your Tone -- Bloomberg Vault Now Archives Voice Too
After learning how to turn a well-run casino into a cash machine, Adelson went all-in.
FORBES: Comeback Billionaire: How Adelson Dominates Chinese Gambling And U.S. Politics
And supercomputer programmers, like video-game designers, do not mind learning to program an entirely new machine provided it delivers the performance they are seeking.
And as they improve, the machine-based tutoring technologies will become good enough for those who could or would have paid full price or changed up their schedule to connect with a human tutor, such that machine-based tutoring may well be the norm for many of us as a prime mode of learning in the future.
FORBES: How Machine-Based Tutoring Could Disrupt Human Tutors
Creating software that can write long-form narratives is very difficult, full of all sorts of interesting artificial intelligence, machine learning and natural language problems.
FORBES: An Author Turns to Software to Take the Tedium out of Writing
应用推荐