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Without sufficient local data, defects can be predicted via cross-project defect prediction (CPDP) utilizing data from other projects to build a classifier.
The 50 million drawings are just a start — the other 750 million or so will be released over time, and presumably interesting data from other projects as well.
Today comes the latest in that trend: BroadSoft, a company known for its cloud-based unified communications services, is launching Team-One, a platform for people to chat to each other, bringing in links and data from other projects, and more.
21 We also included data from other projects the authors were working on or were asked to advise on.
While several toxicogenomics projects made their data already available via public databases (e.g. ArrayExpress, GEO, Expression Atlas), data from other projects are more difficult to access.
It is planned that the Piccolipiù cohort data will be linked and integrated with other data sources, such as routinely collected health data or data from other projects, in order to evaluate data quality and to test specific hypotheses.
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However, experimental data being released from other projects can be annotated with the relevant UniProt identifiers in order to provide a context for understanding and integrating new data, and from this perspective, the UniProt information becomes metadata.
There was no experimental activity – the work included code development and the analysis of experimental data available to the project partners – either from open literature or from other projects such as Phebus-FP.
That steals precious time from other projects.
Similar conclusions have been drawn from other projects.
If data in such giant projects were incompletely trimmed, errors that existed in the data from other small projects may be overwhelmed and become invisible in the sampled data.
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CEO of Professional Science Editing for Scientists @ prosciediting.com