Sentence examples for by clustering the data from inspiring English sources

The space is transformed by clustering the data points and reducing the dimensionality to 1−D.

Because of the nested data with 71 school-classes, standard errors of the multinomial logistic regressions were adjusted by clustering the data using Mplus (Muthén and Muthén 2007), which considers this stratification.

By clustering the data in three-month snapshots over 18-mile swaths, the researchers were able to offer a high-resolution view of many individual shelves and differentiate short-term, local fluctuations from longer climate-related trends.

The global metabolome was therefore first surveyed by clustering the data into a subset of clusters using the Bayesian model-based clustering [ 29].

The global lipidome was first surveyed by clustering the data into a subset of clusters using Bayesian-model-based clustering [ 23].

The global lipidome was therefore first surveyed by clustering the data into a subset of clusters using Bayesian model-based clustering.

The states representatives, v k, are obtained by clustering the training data into four clusters using Fuzzy C-Means [33].

Cluster-Ent-MDLP, similar to ICA, finds the pseudo-class by clustering the original data via k-means [25] and SNN [26] clustering algorithms and then uses the target class and pseudo-class to discretize using the univariate discretization method (Ent-MDLP).

Importantly, clustering by transcription strength can identify new clusters unobtainable by clustering the expression data alone.

On the other hand, clustering by regulatory strength can identify new clusters unobtainable by clustering the expression data alone.

Initial analyses of the kidney TCGA revealed four sub-types identified by clustering the mRNA data that were observed to be characterized by distinctive mutational profiles [ 10].