Infrastructure for Ordering using Seriation - R Package
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Updated
Dec 6, 2024 - R
Infrastructure for Ordering using Seriation - R Package
Consensus Seriation for Binary Data
An efficient implementation of the Seriation problem which 'finds a suitable linear order for a set of objects'. It has been used to order a network of proteins such that 'related' nodes are closer in the other.
Python implementation of the research paper with the same title published in the PLOS Computational Biology journal. Link to the paper: https://doi.org/10.1371/journal.pcbi.0020006
Algorithm to reorder binary and categorical matrices using convolution
OrderedHeatMapAnalysis (OHMA) is a direct data analysis framework allowing to simultaneously visualize and analyze the structure of complex datasets. An optimized seriation of rows and columns of the input data table is performed, resulting in a mapping of the whole dataset into an ordered heatmap.
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