Moreover, our deconvolution of the merged data into discrete networks highlights the strength of our method to analytically simplify complex physiological data, and might be scalable to even larger datasets.
The former specifically refers to merging data from Moves accounts into Facebook accounts, which would enable Facebook to identify people using Moves who also use Facebook.
Such a view, however, misses the singular power of computational neuroscience to merge data from several sources into a single entity in an attempt not only to explain, but also to predict.
Because K-means algorithm is a widely used clustering algorithm, which can merge data points with high similarity into the same class and split data points with low similarity into different classes, we adopted K-means clustering algorithm to make rough segmentation of the cell images and test the discriminating power of different color spaces.
We generated initial mappings to the genome using blat (Kent 2002) with each bin as a target and then used blat utility programs to merge data from the 100 bins into a single file and filter that data according to quality metrics.
Each microarray was scanned three times, then merged into one data, and the merged data were analyzed using the Genepix Pro™ 4.0 software.
The NCR is charged with developing a system that will facilitate creation and maintenance of the local and regional data and merging the data into a central accessible system 9, 11.
In the future, when the number and diversity of molecular sequences and taxon samples are increased, merging all data into a single data set may also help provide greater resolution.
After transferring and merging all data into a spread-sheet program (Microsoft Office Excel 2010) data was analysed using NCSS version 07.1.4 (http://www.NCSS.com) and Stata IC 12 (http://www.stata.com).stata.com
Merging the data into one single O F state vector comes at a price, though, as it averages out the spatial heterogeneity in both occupancy and flea burden, which may also explain deviations from the phase diagram.
