Dr. James McCaffrey of Microsoft Research uses a full code program and screenshots to explain how to programmatically encode categorical data for use with a machine learning prediction model such as a ...

The challenge of data sharing, well known to chief information officers, has gotten more complicated with the proliferation of mobile devices, new data types, and the non-stop accumulation of data.

A new way to sort data to procure insights is emerging called the knowledge graph. For publishers, content is the most important data asset. However, journal articles (and other content) are expressed ...

Have you tried to visualize your traffic flows? Did you have the problem that your graphs got really cluttered? Did you find a way around that problem? Did you filter data? Did you aggregate multiple ...

First holistic view of how human genome actually works: ENCODE study produces massive data set Date: September 5, 2012 Source: NIH/National Human Genome Research Institute Summary: The Human ...

The ENCODE pilot project 8 focused on just 1% of the genome — a mere appetizer — and its results hinted that the list of human genes was incomplete. Although there was scepticism about the feasibility ...

In massive genome analysis ENCODE data suggests 'gene' redefinition Date: September 5, 2012 Source: Cold Spring Harbor Laboratory Summary: As part of a huge collaborative effort called ENCODE ...

It turns out there's a purpose to the so-called "junk" DNA comprising most of the human genome--and health technology will play a major role in unlocking more of its secrets. Much of the material ...