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Most initiatives about embedded sensing capabilities in computational systems lead to devise an ad hoc sensor platform, usually poorly reusable, as a first stage to prepare a data corpus or production prototype.
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This is exactly why our council agreed a robust data protection policy back in June 2012 and prepared a data protection response plan which was agreed in February 2012.
Researchers prepared a data collection grid based on previous studies 11 12 and adapted after experience gained in an exploratory study.
Each study prepared a data file that included questionnaire data for a specified set of variables and pathology data from medical records or state cancer registry records.
The Department of Health of Taipei City Government prepared a data set, which has been decoded and has delinked personal information of names and identification from medical records, for medical research.
Another example of the loss of context is when a data element is "Cancer region," that is to ask, "Where is the location of the primary neoplasm?" The answer may be "brain" or "bone," but when preparing a data item for encoding, it should reflect the full context, as in "brain cancer" or "bone cancer".
So NASA will first prepare a spare data unit, now in storage, for the mission.
Samples were also analyzed for soil organic carbon and total nitrogen concentrations by dry combustion to prepare a training data set.
To prepare an input data set for the multivariate analysis, the 1D H NMR spectra were preprocessed by our MVAPACK software suite (http://bionmr.unl.edu/mvapack.php).php
Missing data patterns were analysed by preparing a missing data report (% missing) for first-order questions (no skip patterns or secondary data) to identify data elements that required further work and cases to be excluded if more than 50% of data was not retrieved across all settings.
The prudent strategy is to prepare and wait -- prepare a strategic Big Data plan.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com