Sentence examples for to select informative from inspiring English sources

In the third paper, "An information-theoretic approach for energy-efficient collaborative tracking in wireless sensor networks," Arienzo studies collaborative tracking of mobile nodes in wireless sensor networks, where target tracking is combined with node selection procedures in order to select informative sensors to minimize the energy consumption of the tracking task.

Step 1: variable selection: gene selection is an important step, not only to select informative and potentially relevant gene expression signature, but also to circumvent the 'curse of dimensionality'.

This indicates that feature selection is a good choice to select informative features that make novel miRNAs easier to be clustered.

The selection procedure described here will be useful to select informative protein sequences to resolve branches of TOL that contain few or no species with completely sequenced genomes.

The proposed HHPSO SVM feature selection approach is implemented in this framework, which is first used to select informative voxels and then used to select a connectivity pattern.

An entropy sampling technique is used to select informative points thus reducing computational complexity while performing superior to uniform sampling.

A pool-based ASVM is employed for metamodel construction with the minimum number of training samples, for which a learning function is proposed to sequentially select informative training samples.

A data mining approach was used to rank and select informative genes based on the relative entropy metric for the construction of a phylogenetic tree.

Previous research [6 9] has focused on information-theoretic node selection approaches, that is, on heuristics to select an informative sensor such that the fusion of the selected sensor observation with the prior target location distribution would yield on average the greatest reduction in the entropy of the target location distribution.

Thus, this study formulates an effective feature selection scheme based on the feature position probability distribution to select the informative Gabor features.

Two methods, bidirectional search and plus-L minus-R (LRS) techniques are employed to select these informative channels.