Sentence examples for learn the topology of from inspiring English sources

a) the sensors learn the topology of the network; and.

The implementation of these two algorithms allowed the evaluation of the mixture Bayesian network approach to be independent of the actual algorithm used to learn the topology of the network.

Therefore, 'structural learning' refers to learning the topology of such a network, whereas 'parametric learning' involves determining quantitatively the causal connections given by the structure.

Furthermore, using learning algorithms such as the neuro-evolution of augmenting topologies it is also possible to learn the neural network topology which is a common source of empirical testing in neuro-controllers design.

In this work, we propose to extend the generative Gaussian graph to supervised learning in order to extract the topology of labeled data sets.

Given the set of 27 genes, Bayesian network analysis was used to learn the structure of the model which served as our core starting topology.

Given labeled expression data we can learn the parameters of a HMM using the Baum Welch algorithm for each of the three topologies mentioned above.

This is done to preserve the topology of the space in which learning takes place.

The topology of the biological pathways may not be consistent with networks learned from transcriptional gene expression data obtained via DNA microarray studies [21].

The algorithm is also able to configure the topology of the network, an important characteristic in the context of reinforcement learning, where the changing policy may result in different requirements on the approximator structure.

Finally, using the topology of knots in this dimension, I came out with a proof.