Sentence examples for shared data set from inspiring English sources

k-anonymity partitions data into public properties and sensitive properties and requires that at least k undistinguished data exist for each equivalent class in the shared data set, so that malicious users cannot identify any individual data contributor based on the sensitive information from the other k − 1 pieces of data [31].

On top of this shared data set, several research groups have now built freely available tools to help other scientists make use of U.K. Biobank's data.

Category 3 restrictions prohibit using UMLS-annotated data sets for any of the following purposes: 1) distribution to colleagues, 2) posting on a publicly available site (such as an internet web site), 3) submission to shared data set repositories, or submitted as supplemental data in support of research articles, 4) submission to scientific journals.

It provides a virtually scaled collaborative canvas that lets teams work from shared data sets, spread out and arranged in a manner not possible with physical screens.

They continue to generally undervalue shared data sets, methods, and analytical tools despite the fact that such work is "wickedly important" to the scientific enterprise, as Tom Daniel, former chairman of the Department of Biology at the University of Washington in Seattle, puts it in an e-mail to Science Careers.

To solve this issue, both the U.S. and Mexico need to develop shared data sets of regional demographics and economic trends.

Larger data sets must also herald the advance of shared data sets.

Differentiating disease causing mutations from irrelevant genetic variants will be facilitated through use of shared data sets on unaffected individuals.

Standard protocols for preventing release of PHI are extremely vulnerable to human error, particularly when the shared data sets are large.

The PHI Protection macros described in this paper are intended to reduce accidental PHI disclosure in multi-site research using structured data by automating the review of shared data sets.

Once sharing data sets "gets as much recognition and credit [as papers] in the academic sphere," he says, "I'd be a lot more interested in sharing".