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More precisely, sampling can be regarded as reducing the "amount of data" entered into a data analyzing process while dimension reduction can be regarded as "downsizing the whole dataset" because irrelevant dimensions will be discarded before the data analyzing process is carried out.
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Geo-scientific engineering is an ongoing project to obtain data, analyze data and process data, especially in the geological engineering investigation, design and construction process.
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IK processed the data, analyzed and visualized the results, and wrote the manuscript.
SA supervised the field work and the data collection process, analyzed the data, and conducted the literature search.
CCNP designed the study, developed the questionnaire, lead the data collection process, analyzed the data, and drafted the manuscript.
PPTZ designed the study, conducted the data collection process, analyzed and interpreted the data, and prepared the manuscript.
HJS served as senior author, conceived the project, supervised data collection process, analyzed the data, and reviewed and edited draft manuscripts.
JSL analyzed processed data on the gender and fasting genes, interpreted results, and wrote a section of the manuscript.
We used a dedicated gene-level summarization and data filtering process to analyze the Affymetrix data published in [ 21].
CEO John M. JAutonomy in January 2012.
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