Sentence examples for cluster structures of from inspiring English sources

Then, a set of Gaussian mixture models are used to capture the underlying cluster structures of the datasets.

Intuitionally speaking, the cluster structures of data in feature spaces reflect the discriminative information of distinct classes.

The proposed CENI framework exactly tries to leverage the hidden cluster structures of nodes to improve the efficiency of the network inference process.

Therefore, four possible cluster structures of Zn2Si2, Zn3Si2, Zn4Si2, and Zn5Si2 (as shown in Fig. 3c) are constructed to be considered as this type of nanocluster in the FHUC.

To overcome this problem, this paper proposes a two-step framework, Clustering Embedded Network Inference (CENI), which incorporates the cluster structures of nodes to improve the efficiency of existing network inference algorithm.

The minimum-energy cluster structures of B12F n, shown in Figure 2, have been found by replacing the hydrogen atoms of the low-lying B12H n isomers by fluorine atoms.

To allow the SOM to learn the cluster structure of the input data space, 300,000 unsupervised learning steps were performed.

The cluster structure of Zn-MT provides a chemical basis by which the cysteine ligand can induce oxidoreductive properties.

To investigate the row/column hierarchical cluster structure of a data matrix, a visualization tool called 'cluster heatmap' is commonly employed.

This section discusses the detailed processes of forming and maintaining the cluster structure of VANETs based on the neighborhood follow strategy and CH decision rule.

The results show that the random-walk-based algorithms LRW and MCL are able to find the correct cluster structure of the data.