Sentence examples for motivated by computational from inspiring English sources

Our mobility prediction scheme is motivated by computational learning theory, which has shown that prediction is synonymous with data compression.

The developments are partly motivated by computational challenges arising in fitting models of increasing heterogeneity to increasingly large datasets.

Multimodal typelogical grammar, from this perspective, plays the role of the underlying general logic which one uses to establish the validity of the CCG combinatory schemata, whereas the particular choice of primitive combinators is motivated by computational efficiency considerations (Hoyt and Baldridge 2008).

Motivated by computational analyses, we look at how teaching affects exploration and discovery.

The use of haplotype information together with deterministic IBD estimation is, in the present case, motivated by its computational efficiency.

Motivated by these computational challenges, we devise a novel statistical framework for personalized prediction with accurate and simple decision rules from microarray gene expression data [ 9]; where for each patient we are able to give an individualized analysis.

This procedure is partly motivated by its computational simplicity, but also by the fact that data about the precise location of a particle is very rare, while an approximate count of particles within a certain region is much easier to obtain.

AutoTutor compares the students' content to expectations and misconceptions through pattern-matching processes with semantic evaluation mechanisms motivated by research in computational linguistics (Rus et al. 2012).

Thus, motivated by the smaller computational and memory complexity associated with keeping track only of actual (uncoded) packets decoded by the users, from now on we assume each receiver has k − 1 buffers for storing at most one packet for each other receiver in the system.

This is motivated essentially by computational reasons (large particle counts slow down the algorithm).

This paper is motivated by recent work in computational neuroscience that has highlighted rebound firing as a mechanism for wave generation in spiking neural networks that can underlie the formation of grid cell firing fields in MEC [1].