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Such analyses have largely focused on identifying functionally enriched integrated sub-networks of co-expressed genes representing coherent functional units or biological pathways [ 14- 16].
Representing coherent features across both data sets in terms of co-modules reduces the complexity of the data and facilitates the study of its biological properties.
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In the proposal by Umezawa these dynamically ordered states represent coherent activity in neuronal assemblies.
After iteration, the selected components may be concluded to represent coherent structures, and the residue represents incoherent structures in the signal.
Here the drift term H 0 describes the evolution of the unperturbed system, while the control terms { H j } represent coherent manipulations from outside.
In the EOF analysis of the GPS kinematic time series during period A (Fig. 2), modes 2 and 3 represent coherent northward/southward and eastward/westward shift of the majority of the GPS stations in the network.
To test the assumption that seascapes represent coherent regions with unique biogeochemical function and to determine the hierarchical scale that best characterized variance in biogeochemical parameters, independent data sets were analyzed across seascapes using analysis of variance (ANOVA), nested-ANOVA and multiple linear regression (MLR) analyses.
To confirm that the modules represented coherent biological processes, an analysis was performed using the Panther gene classification tool.
Consistent with proposed models of biological motion representation, we suggest that visual areas predictively represent coherent facial trajectories.
M 1 is a constant bicluster, M 2 has constant rows, M 3 has constant columns, M 4 is composed of coherent values (additive model), M 5 represents coherent values (multiplicative model), M 6 contains coherent values (multiplicative model, where the first row of M 5 is multiplied by 10) and M 7 represents a coherent evolution.
The three Neisseria species groups represent coherent biological and genetic groupings which appear to be maintained by low rates of inter-species horizontal genetic exchange within the core genome.
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