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These factors can make data interpretation complex.
For many of these studies there are confounding factors that make interpretation complex, for example, the effect of disease extent and margin involvement.
Though the lower efficacy of these stimuli as inducers of HA (particularly progesterone and NH4Cl) makes interpretation complex, it appears many HA failures involve a signalling node or late stage in a cascade such that alternative stimulation (such as increasing cAMP) does not bypass the lesion (Fig. 5).
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Open image in new window Fig. 1 Interpretation of complex object roles and complex concepts.
The example of CellCognition illustrates that supervised machine learning can leverage the human interpretation of complex traits like shape and mathematical abstraction of such complex traits, which is needed for automated classification workflows in high-throughput projects.
Perhaps because teaching and research require open-mindedness, reasoning from facts rather than from ideology, nuanced interpretation of complex situations, and the ability to change one's mind -- all traits that the Bush team has displayed less of than any administration in my lifetime.
Open image in new window Fig. 1 Interpretation of complex concepts.
The physical interpretation of complex normal co-ordinate vectors is discussed and some simple numerical examples illustrate the results.
For examining and presenting the results from landscape simulation models, ecologists need tools that facilitate interpretation of complex multivariate patterns.
Interactive multi-image blending is presented as a tool for facilitating the interpretation of complex information from multiple data sources.
This study also demonstrates the usefulness of multivariate statistical analysis in groundwater study as a supplementary tool for interpretation of complex hydrochemical data sets.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com