Sentence examples for many data integration from inspiring English sources

In an earlier database design, such information was fully integrated, and soon many data integration, data repopulation, and curation problems surfaced.

Unfortunately, many data integration projects are hindered by the inherent heterogeneities in the sources to be integrated.

There are many commercial data integration and data servicing technologies that can help to simplify the development process.

In many cases, data integration requires several iterations of refining the local-to-global database mapping rules before a stable set of rules can be obtained.

The DIR algorithm potentially yields better performance than many other data integration methods [ 26].

Like many problems in data integration, it is easy to know the general outline of what we want, but often much harder to implement and navigate the information, especially if the original data crosses disciplinary, laboratory and institutional boundaries.

Many steps of data integration need manual input from experts in diverse fields, requiring close collaboration.

Data parsers then load data into metabolicMine, and during this process many data validation and integration checks are carried out.

In the model integration portion, Bayesian integration can be replaced with a support vector machine [ 42, 43], decision trees and random forests [ 44, 45], and artificial neural networks [ 2], which have been applied in many types of data integration [ 4].

SWC fills in the missing edges in many sparse complexes through data integration, and reduces the amount of spurious non-co-complex edges through supervised weighting.

In addition, these chemical classifications can be used as input for data integration, and many other cheminformatics-related tasks.