Sentence examples for random framework from inspiring English sources

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To investigate further if group identity is relevant we estimated the exponential parameter using a random framework.

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For example, there is little concern about model saturation (overfitting) under the random model framework.

Due to their potential significance in delineating biological organization, the topologies of PPI networks have been explored using a variety of graph-theoretical techniques [15] [17]; however, recent investigations have found many of them to resemble probabilistic, or random, frameworks [18], [19].

The results of this analysis are depicted in Figure 6, along with the AAEs of a random model (Section 'Prediction framework based on a random model') and a nearest neighbor algorithm (Section 'Prediction framework based on nearest neighbor algorithm'), which was additionally implemented in this work.

We formalize the game using the random walk framework.

For this, the conditional second order information of responses is obtained in the random vibration framework.

We use a regular patch-based representation for ease of image description and of inference within our random field framework.

This chapter discusses nested designs in the random effects framework, as this is the most common situation in industrial problems.

The background estimation is carried out in a Markov Random Field framework, where the optimal labelling solution is computed using iterated conditional modes.

Finally, (Dolado et al. 2016; Langdon et al. 2016) proposed a measure based on a random guessing framework to compare methods for software estimation.

According to the assumption that the airlight in the atmospheric scattering model is constant [8], Tan [9] developed a haze removal method using the Markov random field framework.

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