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Additionally, because the networks are encoded in BEL, they reflect the causal nature of relationships between nodes, allowing the biological intent of the network model to be easily digested by a scientist, and enabling inference and computation using the network as a whole (See Fig. 7).
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The root-mean-square of the residual between the results of observations and computations using the 2010 model is 2 mm, while those obtained using the 2003 and 1997 models are 3 and 4 mm, respectively.
The raw data files underwent background correction, normalization, probe specific correction, and summary value computation using the Robust Multichip Average (RMA) method in the Bioconductor package.
This prevents the possibility of hand computation using the approach, and a proper computing tool is needed under this situation.
One important feature of HDFS is the partitioning of data and computation using thousands of hosts, and the execution of application computations in parallel in a way it is close to their data [13 16].
We investigate the outsourcing of numerical and scientific computations using the following framework: A customer who needs computations done but lacks the computational resources (computing power, appropriate software, or programming expertise) to do these locally would like to use an external agent to perform these computations.
All data manipulation and statistical computations using the results of the CNV analyses were done in R version 2.8.1 [33].
M2 Gaussian beam waist and beam waist location computations using the ABCD ray matrix and Zemax® paraxial Gaussian optics methods are given.
The majority of the computations use the index, and they access the text file only to pull out the records or those portions that satisfy the result of the computations.
SMR computations used the software SMRPER [ 2].
Many of the current operations in installing and running chemical computations and using the data are integration and customisation rather than fundamental algorithms.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com