Sentence examples for on a preprocessing from inspiring English sources

The method is based on a preprocessing step, in which all heterogeneous regions are determined.

It is based on a preprocessing consisting in spatial and temporal alignment of reference and impaired sequences, region extractions, gain, and offset correction.

The envisaged system is based on a preprocessing step whose role consists in applying basic transformations on incoming images in order to isolate the main characteristics of a given image.

The network-based enrichment relies on a preprocessing phase aimed at extracting modules starting from seed sets of proteins sharing the same GO BP annotation.

Recently, Mohammed et al. (2012) proposed DELIMINATE, also a compression method for FASTA and multi-FASTA files, which relies on a preprocessing stage, where header and sequence data are separated and transformed, followed by a general purpose compressor (7-Zip).

Our method falls within class B and, similarly to PINA, it is based on a preprocessing phase aimed at identifying interconnected and compact modules in a molecular interaction network.

Higher-order statistics in the LPC residual domain [52] rely on linear prediction as a preprocessing step.

To address the issue, dimensionality reduction is commonly employed as a preprocessing step on the Big dimensional data before building the classifiers.

It is therefore strongly suggested to perform a preprocessing step on the pattern database and reduce the patterns dimensionality as much as possible.

We show in particular that it is necessary to add a preprocessing step on the parity-check matrix of the turbo code in order to ensure good topological properties of the Tanner graph and then good iterative decoding performance.

We demonstrate three different applications that are based on the proposed algorithms: (1) a preprocessing tool for graph clustering algorithms; (2) an outlier node detection algorithm; (3) a novel noisy data clustering algorithm.