Sentence examples for weighted representation from inspiring English sources

In this work, modulo 2n + 1 fused architectures of dot product and generalized multiply add units for operands in the weighted representation are proposed.

In the final step, the parameters are fine-tuned by making use of a weighted representation of the extracted original F 0 contour.

First a weighted representation of the templates is formed, termed matching template.

We subsequently trained a classifier - eSVMfPFAM - with a weighted representation of Pfam domain frequencies for the same data set.

As a consequence of the energy minimization approach (see " Appendix" for details), the weighted representation slowly builds up starting from an unbiased overlay of all templates.

However, our proposed model obtains good performance similar to or even better than those obtained by the methods using ensemble classifier, such as Random Forest and ensemble of HKNN, by using the single weighted representation based classifier.

In this study, the graph-theoretic analysis is performed on the (original) weighted representations of the diversity graphs.

21 The relationship of discrete 'wiring diagram' networks to quantitative (weighted) representations of the same biological systems is a current challenge for evolutionary network analysis across diverse fields.

The previously introduced topological measures of both unweighted and weighted representations of the same domain interaction network share the same qualitative features, suggesting that weights and topology are entangled entities.

To our knowledge, our inclusion of an amino acid-weighted representation of a cell substructure, i.e. the cellulosome, as part of the biomass equation is the first such formulation used in constraint-based models.

In this paper, we explore a prediction model for PPIs combining weighted sparse representation based classifier and a novel protein representation.