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It is estimated by statistical methods from the link counts.
(i) First the OD pairs are estimated from the link counts by Markov Chain Monte Carlo methods with some prior distributions over the link counts.
Hi-C link counts were tabulated at the level of chromosomes.
On the contrary it should be obtained from the link counts only.
We further propose a network traffic estimation method utilizing the deep belief network via link counts and routing information.
Principal component analysis was performed with the R function prcomp on the matrix of log-transformed normalized Hi-C link counts between 1 Mb fragments.
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Fig. 2 Link count for the interaction and communication networks.
Figure 2 shows the link count of the data over time.
Fig. 4 Friendship link count over time for five types of relationships, friends, socialize, political discussants, share facebook, share blog.
There are other notable changes as well, including updates to the Favorites section and the Popular section (with more emphasis on user favorites over the pure link count of the Technorati Top 100 list).
We consider the list of US counties as nodes for the commuting flow network, and for each pair of counties ((c_{i}), (c_{j})) we put a weighted link counting the estimated number of workers that live in one of them and work in the other.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com