Sentence examples for classify cluster from inspiring English sources
As far as we know the work presented here is the first that aims to classify (cluster) the "reactome" in an unsupervised (bottom-up) way without any imposition of the kind of transformation or functional groups involved.
Canonical gene markers (SNAP25, GAD1, SLC17A7) classify clusters into broad classes of excitatory and inhibitory neuron and non-neuronal cell types.
A new shape recognition-based neural network built with universal feature planes, called Shape Cognitron (S-Cognitron) is introduced to classify clustered microcalcifications.
The distribution of mass in clusters of galaxies is being traced through detailed x-ray images, and the data are being used to classify clusters and trace their formation and evolution.
OrthoMCL clusters were postprocessed to classify clusters by their species content and analyzed with reference to the robust molecular phylogeny of the Nematoda (25).
Maximal weighted distances within a cluster are used to classify clusters into good and bad; (3) subsequent cluster division relies on edge structure, which probabilistic linkage does not do.
We still chose to classify clusters in these silent gene regions as transcript clusters, as these signatures were most likely a result of stalled transcription [ 37] and not related to long-range interactions.
We further classified clustering algorithms into four categories: graph-based clustering, representative-based clustering, hierarchical clustering, and density-based clustering.
It classifies clusters of generators to be equivalenced by their electrical distances, and identifies second order reduced models for them.
The original PQA (the tool for characterizing grapevine canopies as described by Richard Smart in Sunlight into Wine) only classified clusters as either fully sun exposed or fully shaded.
We further classified clustering methods according to their "induction principle," a classification that does not use the way clusters are represented in the algorithm (the model), but rather looks at the optimization problem underlying the clustering algorithm56.
