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Next, each feature vector is classified based on which cluster it belongs to.
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Also a set of core characters may be identified for uniform characterisation in all the silk producing countries; based on which clustering and core collection of silkworm germplasm can be made; core collection will actually facilitate the silkworm breeders in decision making to identify the parents for breeding and also select tester and lines for hybridisation from among the elite accessions.
Traditional metagenomic data analyses were conducted on single PC or CPU cluster, based on which handling multiple large metagenomic datasets is becoming more and more difficult.
Paired-end analysis was performed using Hydra and Delly (Quinlan et al. 2010; Rausch et al. 2012), which identify read-pairs that do not map to the reference genome with the expected size and orientation and then clusters them based on which CNV they support.
We prove a unique property of single-link distance, based on which an algorithm is designed for data clustering.
Terms correspond to experiment annotations, and to the words appearing in the 'Experiment Name' field; these are exactly the features used to compute pairwise dissimilarity between experiments, and on which clustering is based.
The authors proposed a new fast prototype selection method for large datasets, based on clustering, which selects border prototypes and some interior prototypes in [15].
Most of these studies are based on one-hop clustering, which only allows communication between a cluster member (CM) and its cluster head (CH) with one-hop distance.
Moreover, most of the aforementioned algorithms are based on one-hop clustering, which only allows communication among one-hop neighbors.
The partitional clustering techniques are based on cluster analysis, which is the organization of a set of patterns (vector of measurements or a point in a d-dimensional space) into clusters based on similarity [30].
In our paper, GSs and BCs were separately extracted from AHBA brain wide expression data based on hierarchical clustering, which were then combined to provide GS BC modules.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com