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This network will be referred below to as a bp representation of the data, and the usage of the two alternative representation will serve the robustness of our results.
The states of the system resulting from the membrane shaping by proteins into a tubule or vesicles will be referred below to as the tubular and vesicular phases, respectively.
(2) The resulting network will be referred below as the idf representation of the data.
Therefore, the OOMP (RMGS algorithm) and OOCMP were considered and the proposed algorithms will be referred below as CyOOMP or CyRMGS and CyOOCMP.
The resulting datasets consist of 36,386 articles submitted during 2013 and 41,848 articles submitted during 2014, and will be referred below (together with the extracted contents) as the arxivPhys2013 and arxivPhys2014 datasets, respectively.
Among the detected partitions, for each network we will select the single partition that corresponds to the highest value of modularity; this partition will be referred below as the optimal partition for each network.
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Our value is considerably higher in comparison with the literature sources, where the IEPs were referred below 3.0 [26], or in the case of natural sphalerite (ZnS) at 3.0 [27], or for synthetic ZnS prepared by [28], the values in a range 3.0 3.5 were obtained.
We generated sleep bouts as random values drawn from a power law distribution with a scaling exponent of 3, each of which is referred below as a "test sample".
This solution will be referred to below as the (L_2) norm solution.
Finally the interaction FN– <img src="http://journals.plos.org/plosone/article/asset?id=info?doi/10.1371/journal.pone.0013208.e021.PNG" class= inline-graphic"/> will be referred to below.
This second interview will be referred to below as the 'validation interview'.
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