Sentence examples for apply a data from inspiring English sources

In this paper we suggest to apply a Data envelopment analysis (DEA) as a tool for overall evaluation of market risk estimation models.

An obvious method to reduce or eliminate scaling effects is to apply a data transformation (James 2009), which would allow partitioning of removable by data transformation and nonremovable interaction.

But a growing number of companies are trying to apply a data-driven approach to the unpredictable world of human interactions.

In this paper, we apply a data-driven predictive control approach to solving the control problem of the SOFC system.

In the current manuscript, we focus on general APSK modulation schemes and apply a data-dependent noise model to capture imperfections in a satellite channel for two scenarios: (i) a nonlinear power amplifier with predistortion at the transmitter and (ii) phase noise at the receiver.

One popular solution is to apply a data-driven spatial filtering technique, such as common spatial pattern (CSP) [6], on multi-channel (e.g. 64 or 128 channels) monopolar recording EEG data, which can improve the SNR of signal and extract discriminative features from the mixture of signals, especially for two-class discriminations [7].

Further processing procedures of the resting state time series for estimation of RSFA were performed using a combination of the following steps (see Fig. 1 for a schematic representation): The first step was to apply a data-driven approach for removing motion artefacts from fMRI data (Patel et al., 2014).

This hybrid approach provided us with an existing theoretical framework that helped us organize the data and simultaneously allowed us to apply a data-driven coding process to catch important context-related factors that could not be accounted for in the original theory.

For this purpose we applied a data set with 1 million EDL related tweets.

It is exactly this problem that we address in this work, by applying a data organization methodology coupled with a novel scheduling approach.

This work applies a data science approach to this engineering challenge, utilizing commercially available TCOs and subjecting them to an array of stressors, including environmental and material stressors.