Given an unlabeled image set, PLSA captures aspects that represent the class structure of the collection, and provides a low-dimensional representation useful for classification.
How does the brain dynamically convert incoming sensory data into a representation useful for classification?
In this context, the SC formalism provides a sound approximation that results in a mathematical representation useful for simulation and optimization through recasting.
Semi-transparent representation is useful for seeing through car interiors [18] and walls [19].
Such representation is useful for obtaining and reporting the acoustic features and impressions of actual sounds without having to hear or emit them.
This structured representation is useful for the visualisation of speech movements, and a more detailed discussion of the properties of the recovered speech manifold can be found in [22].
This representation is useful for performance-based seismic design, because the effective height may be estimated accurately using information that is available early in the design process, and varies little as the initial design is further refined.
Such a representation is useful for establishing outcomes that correspond to public good (all individuals obtaining benefit from the same outcome).
We demonstrated that power-law representation is useful for cases where experimental data are available, but which are not sufficient to distinguish and characterise the reaction mechanisms (single or double activation).
Furthermore, the dynamic representation is useful for making the proper choice of other key parameters of DIC such as the amount of shear and the bias, with the aim to optimize the visualized phase-contrast imaging as favorite representation for bio-scientists.
