Sentence examples for been applied to cluster from inspiring English sources

The Markov Clustering (MCL) algorithm, based on random walks, has been applied to cluster proteomic and expression data using similar expression profiles [ 29], and to search for gene signatures in cancer expression data [ 30].

We conducted a third analysis to independently test the null hypothesis of no effect of treatment by applying Rosenbaum et al.'s permutation-based method, [ 51] which has been applied to cluster randomized trials of mental health interventions by Small et al. [ 52].

The method has recently been applied to clustering of a whole song of the GRW [27], where in this work, a collection of possible similarity measures is presented and their respective performances are evaluated and compared.

Stability analysis has been applied to clustering microarrays by Yeung et al (2001).

(4) The K-means algorithm is applied to cluster the leading normalized eigenvectors to get the final segmentation.  .

Moreover, the designed unsupervised fuzzy clustering algorithm is applied to cluster the pixels in a color image to show the efficiency of the algorithm.

Density-Based Spatial Clustering of Applications with Noise (DBSCAN) [40] was applied to cluster binding sites for each protein using n × n matrices of SiteHopper PatchScores.

Continuum removed spectral data were transformed by Principal Component Analysis (PCA), and Fuzzy K-means algorithm and taxonomic distance were applied to cluster soil samples and profiles, respectively.

Firstly, a BCD classifier is applied to cluster the input data set into several subsets by the dynamics of the time series in an unsupervised manner.

With the obtained MC and non-MC samples, using the features selected by the mRMR criterion, PFCM is applied to cluster the samples.

Further, average AGNES algorithm using DTW as a distance measure is applied to cluster the districts of Gujrat and Uttarakhand districts separately.