Sentence examples for preprocessing data from inspiring English sources

Gathering and preprocessing data for all buildings along potential tunneling alignments in the urban area, though, would involve unreasonable effort.

We introduce a data-analysis framework and performance metrics for evaluating and optimizing the interaction between activation tasks, experimental designs, and the methodological choices and tools for data acquisition, preprocessing, data analysis, and extraction of statistical parametric maps (SPMs).

Discovering knowledge in such complex, high-dimensional datasets needs a concerted effort of various topics, ranging from data preprocessing, data fusion, data integration, and data mapping to interactive visualization within a low-dimensional space [41].

Typical activity recognition algorithms include the steps of signal preprocessing, data segmentation, feature extraction to reduce data dimensionality, and classification of the features in a set of predefined output classes (see Figure 2).

Prior to these extensive analyses, preprocessing data analysis was performed using the Brain Voyager QX 1.9.10 software package.

Samples were processed at the University Affymetrix facility, scanning the microarrays with a GeneArray scanner and preprocessing data using RMA (Robust multiarray average) [39], [40].

The codes to preprocess data are implemented in Python.

CEBS also integrates raw and preprocessed data within a given platform.

In addition, the model developed on OSC preprocessed data is more parsimonious, requiring a single latent variable, compared to three latent variables required by the models fitted to the SNV and MSC preprocessed data.

Because it works with a graph, the procedure can preprocess data for all NLDR techniques that uses the same representation.

The collected data are then preprocessed (data scrubbing, segmentation, filtering, and smoothing) and analyzed (variable selection and principal component analysis).