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This study exploits "local" as opposed to "global" characterization of the spectrogram.
And, if this is exploited for "global" characterization, it can also be exploited for "local" characterization.
Systems biology is an integrative science that aims at the global characterization of biological systems.
In a way, we can say that DNNs are able to learn a "global" characterization of an acoustic event.
At the same time, a global characterization of the critical values of the nodal radial solutions are given.
As outlined before, the previously described speech quality assessors capture the burstiness of packet loss processes using global characterization parameters.
In contrast, the geomagnetic SV spectrum is increasing with degree, which is a problem for global characterization.
At the same time, a global characterization of the critical values of the non-radial nodal solutions are given.
Local and global characterization is made using 2D maps of spatial distribution of the index, its gradients and its modulation amplitude below and above Freedericksz threshold.
Global characterization of hydrodynamics and gas-liquid transfer in a 2D column with a 4 mm thickness is carried out with water and aqueous glycerol solutions.
The results show the global characterization and classification of the dynamics for both systems based on topological invariants, viz., linking numbers and relative rotational rates, is possible.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com