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The new attributes are obtained by a linear combination of the original attributes.
Color attributes are obtained by using statistical moments extracted from each HSI channel histogram.
Some of those attributes are obtained directly from a metric, while others are a combination of metrics.
Data on social economic attributes are obtained from the 2010 Area Resource File (ARF), which is published by the Health Resources and Services Administration.
The spatially correlated structural and material attributes are obtained based on Karhunen Loève expansion, which is integrated with the developed analytical approach to quantify the viscoelastic effect for irregular lattices.
The 20 different attributes are obtained from 20 different experimental conditions as measured by microarrays.
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Structural attributes were obtained from 10 0.01 ha circular plots in each of two T. occidentalis forest stands (n = 20 plots).
Texture features were derived from a Gabor filterbank applied to two panchromatic IKONOS orthoimages from the Chilean Andes, and terrain attributes were obtained in order to narrow down the area of interest and as additional predictor variables.
Life history attributes were obtained from different sources for each species analyzed in the sightings database (see Table 2) and included age at maturity, longevity (w), fecundity (b, i.e. female pups per female per year, which was calculated from data on number of pups, gestation period and reproductive frequency), and natural mortality (M).
To decide which genes should be combined in a cluster, a measure of dissimilarity in the sets of attributes was obtained.
Structured questionnaires were utilized to conduct detailed in-person or telephone interviews through which data on demographic factors, health characteristics, and familial attributes were obtained.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com