The forward step computation is as follows: This concise representation is assisted by extending the definition of F i Nuc and F i Bg also over negative positions.
The backward step computation is as follows: This concise representation is assisted by extending the definition of R i Nuc and R i Bg also over positions i > N + 1, and by defining: Bg i, i − 1) = 1.
The concise representation of the observed genetic interactions as edges within and between modules, in combination with the specific interpretation of many aggravating edges as caused by unidirectional compensations, pinpoints novel functions of modules that are not readily apparent from clustering of genetic interactions alone.
Finally, a group of models for related species can be compared and combined to produce a concise representation of their common metabolism, to study the common properties of a group, as well as the organism-specific adaptations.
To provide an accurate and concise representation of the hose's behavior, the flexible hose is modeled as a distributed parameter system described by partial differential equations (PDEs).
It has to be noted, though, that multivariate techniques such as principal component analysis, clustering, or support vector machines become increasingly popular for a concise representation of MALDI imaging data [ 19, 24– 28].
Given this context, we hope that they will also enable evaluation of bodies of evidence as a theoretically-related whole, to assist decision makers by producing a complete and concise representation of the available evidence.
A concise representation in the wavelet domain of the long-term cost function c ¯ is found as the solution of a sparse approximation problem.
In [21], criteria regarding data quality are demonstrated such as accessibility, appropriate amount of data, believability, completeness, concise representation, consistent representation, ease of manipulation, free-of-error, interpretability, objectivity, relevancy, reputation, security, timeliness, understandability and value-added.
Several algorithms have been proposed to mine the concise representations separately, i.e., each of them has been designed to discover only a type of the concise representation.
