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The motivation of using planar patches as basic parts is twofold: (1) planes can directly be detected as homographies in image pairs and (2) the planar patches are a more suitable representation than sets of points for applications such as robot interaction, augmented reality, and scene understanding.
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Therefore, a more suitable data representation would be needed for improving the prediction accuracy and interpretability for the de novo metabolic pathway reconstruction.
It indicated that the shape weight we proposed in this paper was more suitable for the representation of multivariate time series model.
In semantic zooming, details of a representation vanish progressively when zooming out, and individual objects or group of objects can be replaced by representations more suitable and informative for the current scale of visualization (see Figure 3 for an example).
More importantly, it constitutes a suitable representation for a control mechanism deciding which properties need to be measured for different objects in order to fulfill a given task.
Such representation is more suitable for systematic and scientific study of districting problem.
This representation is more suitable for digital signal processing and high-precision lighting control.
It may be that some non-probabilistic representation proves more suitable than probability for modeling analogical reasoning.
Our ODE representation is more suitable for describing the effects at larger cell numbers neglecting stochastic effects of small cell numbers.
We therefore can map the optimization process onto a new space representation that is more suitable to learning parameters.
We are confident that the proposed dot-base62x representation is a more suitable format and recommended its adoption for an IPv6 address in the coming IT era of Cloud computing.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com