Implementation and direct simulations of the array-representation compact IIF (AcIIF) on systems, such as Fokker Planck equations in three and four dimensions and chemical master equations, in addition to reaction diffusion equations, show efficiency, accuracy, and robustness of the new method.
Second, the generated image representation is compact and meaningful by jointly considering image classification and generation.
We characterize a set of functions for which the model-based representation is compact and provides efficient reasoning.
The obtained monogenic representation is compact and a straightforward calculation shows that classical complex representation for plane problems is embedded in the presented extended formulas.
Besides, Principal Component Analysis with a Whitening process is applied for the final feature vector dimension reduction, making the representation more compact and discriminative.
This result generalizes the corresponding result for representations of compact groups and holomorphic discrete series representations.
Consequently, the myelin-like membranes obtained from dissociated oligodendrocytes do not appear to be accurate biochemical representations of compact myelin.
Weinstein describes cluster heatmaps as the most popular graphical representation which compacts large amount of information into a small space to bring out coherent patterns in the data [ 14].
Nevertheless, they allow for Obtaining all pathways of length up to 2 k by bidirectional search, Storing them in a compact representation, and Extracting shortest pathways and minimal acyclic pathways from the compact representation, where m and k are the only parameters of the reconstruction algorithms.
That unique representation is as compact as this very sentence.
Functional piecewise approximation seeks data representation that is compact, highly simplified and meaningful.
