Sentence examples for network graphical from inspiring English sources

Since the structure to infer is a gene network, graphical models have been proposed and developed.

All network graphical assembly and manipulations were performed on Cytoscape [ 3].

The network graphical display area dynamically shows the full or sub-network according to the user's operation.

integrOmics also enables the inference of large-scale association networks between the two datasets with the use of network graphical displays (Fig. 1), where the edges represent relevant associations between the variables (nodes): Interactive graph drawing may be used to include more relationships in the network.

The network with GO annotation is shown on the network visualization page that comprises three major parts: the network graphical display area (Figs. 3c-1, 3d-1), the cluster information area (Figs. 3c-2, 3d-2), and the gene search window (Figs. 3c-3, 3d-3).

Chapters 4, Direct-Recycle Networks: Graphical and Algebraic Targeting Approaches, and 5, Synthesis of Mass-Exchange Networks, gave important classes of systematic mass-integration tools associated with identifying such strategies.

Traditionally, numerical machine learning deals with unstructured data, in the form of vectors: neural networks, graphical models, support vector machines, handle vectors of features that are assumed to be relevant for solving the problem at hand (classification or regression).

We investigate the behavior of both models using yeast cell-cycle data and the simulated data of Werhli et al. [A.V. Werhli, M. Grzegorczyk, D. Husmeier, Comparative evaluation of reverse engineering gene regulatory networks with relevance networks, graphical Gaussian models, and Bayesian networks, Bioinformatics 22 (2206) 2222–2231].

Knowledge of deep networks, graphical models, and geometry is strongly preferred.

There exist several algorithms for unsupervised learning that are based on probabilistic reasoning, such as Bayes networks, graphical models, multiple eigenspaces, and different variants of HMMs.

For complex biological networks, graphical representations are highly desired for understanding some design principles, but few drawing methods are available that capture topological features of a large and highly heterogeneous network, such as a protein interaction network.