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Meydan, C., Otu, H. H. & Sezerman, O. U. Prediction of peptides binding to MHC class I and II alleles by temporal motif mining.
Although the temporal motif of synchronous oscillations is conserved for many consecutive network bursting events (Figure 4a shows 500 consecutive events from a single cluster), each event has its own temporal fingerprint.
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In the first project, we compare temporal motifs in the data to a null model and find evidence that human editors on Wikipedia get involved in negative social interactions and that status plays a role in these.
On a shorter time scale, Kovanen et al. identified temporal motifs of sequences of adjacent events involving a small number of nodes (typically 3 or 4) [86].
The dynamics of editing behaviors of Wikipedia's content is explored in [22], in which temporal motifs, temporal bipartite graphs with multiple node and edge types for users and revisions, are proposed.
The authors analyze the most common motifs present in a mobile phone database and find that the most common temporal motifs of three events involve only two nodes, and motifs that allow a causal hypothesis are more frequent than those that do not.
The temporal network motif approach [ 6] is more advanced, in that it expands to include temporal changes.
Kovanen et al. [58] investigated temporal triangle motifs in mobile phone calls and their composition according to age and gender reporting a prevalence of all-females motifs.
Papatsenko analyzed the dynamics of network motifs for a spatial stripe pattern formation, only in early embryogenesis [ 7], while Kim et al. explored the dynamics for temporal network motifs [ 6].
Then, we analyzed the pattern of spatio-temporal network motifs and their dynamics (we only considered three-node network motifs for simplicity and for a concise illustration of the method).
We investigated whether the genes in the spatio-temporal network motifs possessed the GO terms related to each developmental stage.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com