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This paper contributes to the identification of patterns in the mechanisms that govern network dynamics.
All numbers (target and distractors) are randomly colored red or green, hindering the visual detection of the target through the identification of patterns on the peripheral vision.
We find that the design of an optimal audit scheme depends on three components: income distribution, the identification of patterns of behaviors and the number of times individuals are audited.
This requires the identification of patterns in streams of inputs and learning with classification and numerical regressions.
A key aspect in the identification of patterns in data is the search for "connections".
This manipulation could allow for the identification of patterns of variation through the reliable replication of particular experimental alterations within different environmental regimes.
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Increasing concern for human health related to cyanotoxin exposure imposes the identification of pattern and level of exposure; however, current monitoring programs, based on cyanobacteria cell counts, could be inadequate.
This greatly improved the identification of localization patterns: all localization patterns were distinguished in an unsupervised setting with an overall accuracy of 90% (Fig. 2c, d, Supplementary Note 4).
Some recent research in this area has focused on the identification of rare patterns e.g.[47] and the problems of how to differentiate valid rare patterns from noise.
Following the identification of different patterns by this animation, we extracted the genes corresponding to each pattern (Additional File 1 Table S1).
The identification of specific patterns of error may facilitate research-informed curriculum design and the development of tailored educational strategies.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com