While our previous work (which was also based on topology) used eigenspectral analysis of the adjacency matrix of interactions for ranking the residue sites in a given chain, here we use a simple but effective way of assigning weights to the nodes on the basis of secondary connections, along with primary connections.
Based on topology optimization, parameter optimization design and reliability analysis, its integrated design method was proposed.
Our analysis is strictly based on topology of these unique networks, making Dr. West's method singularly different from ours.
There are many different types of ANNs based on topology.
Based on the analysis on topology characteristics and traffic patterns of data centers, this paper presents a novel approach, called VMPlanner, for network power reduction in the virtualization-based data centers.
Differences between the ML topology, and the topology based on Bayesian analysis (not shown) were minor, and included an alternative placement of Bos taurus among mammals, and alternative placements of Gallus gallus and Rhea americana among birds.
Here, based on a database containing the known models, on a knowledge-based system we may see the case as a multi-agent system, which can provide criticism, learning and changes, taking decision based on node analysis from network topology.
The morphological features are characterized by calculating local density and sp2/sp3 fraction, and with a new tool based on the analysis of the topology of the 4-atom sp2 chains found in the structures.
Using gene expression data from 67 hybridizations, gene-to-gene Pearson's correlation coefficients (PCCs) were estimated, and then 199 coexpression modules associated with various biological processes were identified based on an analysis of network topology.
However, most of such studies are based on network topology or flux analysis.
