Sentence examples for based on statistical approaches from inspiring English sources

Based on statistical approaches with design of experiments, various methods have been developed to reduce the energy consumption by optimizing the machining condition.

The proper hierarchical class level was decided based on statistical approaches including canonical correspondence analysis, unsupervised classification, and multivariate analysis of variance.

The objective of this study is the classification of urban climate zones (UCZs) based on statistical approaches, to provide key information for the establishment of spatial planning in order to create pleasant thermal environments in urban spaces.

First of all, let us recall that all the proposed location verification solutions are based on statistical approaches, which come with estimate errors, in particular due to variance in collected RTT values.

Other approaches based on statistical approaches have been proposed; Jian et al. [15] used canonical correlation analysis for the VC, and Takashima et al. [16] proposed a VC technique using exemplar-based non-negative matrix factorization (NMF).

In most fold recognition applications, a protein sequence is compared to a set of three-dimensional protein structures and is scored based on statistical approaches [17], [18], [21], [22], [23].

These relations were also simulated using a simple model based on statistical approach with special procedure proposed for a proper specification of sampling interval.

Hence, in the present study, multi-variant experimental design based on statistical approach such as response surface methodology (RSM) and artificial neural network (ANN) approach was applied for process modeling.

All mentioned speech identification systems and classifiers are usually based on statistical approach, using the discriminative or artificial neural networks[15, 16], hidden Markov models (HMM [17], or Gaussian mixture models (GMM [18, 19].

At Mud volcano (Yellowstone, USA), for example, Werner et al. (2000) estimated that fumarolic vent emissions contribute to more than 32%% of the total degassing; based on statistical approach, the authors even suggested that the hydrothermal-focused emissions can be responsible for up to 63%% of the total degassing in that thermal area.

Haplotype diversity was estimated for each gene and population, however, genealogies from haplotypic genetic data based on statistical parsimony approaches were not estimated because of there were no shared haplotypes for three of the four genes [ 46].