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Later genetic studies were dominant, which consist of gene cluster determination and analysis of gene inactivation experiments.
The second part covers the actual marine landscape classification and consists of 1) principal component analysis (PCA), 2) K-means clustering, and 3) cluster determination.
These slightly discrepant findings may be due to a different scoring protocol and region definition in their study and to a different method of cluster determination.
For further categorization of small RNA populations, we utilized hotspot cluster determination to facilitate identification of abundant, unique miRNA loci, and loci from which many low abundance sequences are derived.
CTree has been successfully validated with the classification of type-1 human immunodeficiency virus (HIV-1) group M subtypes, but would be hardly applied for the identification of transmission clusters within large phylogenetic trees (up to several thousands of taxa, whilst the maximal number of taxa allowed in CTree for automatic cluster determination is 125).
The method for cluster determination was the linkage algorithm.
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It includes an unsupervised classification with fuzzy C-means clustering determination of the histographic distribution, defining self-adjusted intensity thresholds.
The aim of the present work is to provide an optimal partitioning procedure using Oblique Decision Trees in order to detect spatial patterns and to optimize the potential clusters determination without prior specifications.
In comparison to other existing orthologous gene clusters determination tools, PanOCT utilizes a new parameter termed conservation of gene order in addition to BLAST score ratio to effectively reassign groups of paralogs into separate clusters of orthologs based on a weighted scoring scheme.
Specimens immunostained for 3β-HSD were of sufficient homogeneity, high contrast, and low background to allow computer-assisted thresholding and subsequent computer-assisted counting of LC (3β-HSD immunopositive) clusters and determination of LC cluster area.
The relatively pure product is subject to further characterization for cluster formula determination.
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