
BIOCONDUCTOR . ORG {
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Title:
Bioconductor - mosbi
Description:
This package is a implementation of biclustering ensemble method MoSBi (Molecular signature Identification from Biclustering). MoSBi provides standardized interfaces for biclustering results and can combine their results with a multi-algorithm ensemble approach to compute robust ensemble biclusters on molecular omics data. This is done by computing similarity networks of biclusters and filtering for overlaps using a custom error model. After that, the louvain modularity it used to extract bicluster communities from the similarity network, which can then be converted to ensemble biclusters. Additionally, MoSBi includes several network visualization methods to give an intuitive and scalable overview of the results. MoSBi comes with several biclustering algorithms, but can be easily extended to new biclustering algorithms.
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Keywords {🔍}
bioconductor, package, mosbi, packages, version, biclustering, molecular, release, ensemble, source, signature, results, biclusters, network, rose, aut, enter, install, license, binary, learn, developers, started, software, identification, similarity, methods, algorithms, tim, daniel, pauling, koehler, installation, start, documentation, system, html, script, text, details, bioc, url, macos, mosbitgz, repository, git, clone, reports, code, registration,
Topics {✒️}
org/packages/mosbi source repository joint galaxy/bioconductor conference multi-algorithm ensemble approach bioconductor release script similarity-metrics-evaluation tgz source repository source package gnu make url release //code bioconductor support site script reference manual computing similarity networks custom error model extract bicluster communities automated signature mining molecular signature identification molecular omics data gz windows binary package installed git clone https tgz macos binary details biocviews rcolorbrewer system requirements network visualization methods packages started install package ensemble biclusters macos binary similarity network bioconductor //bioconductor mosbi includes molecular stratification biclustering algorithms registration open standardized interfaces louvain modularity scalable overview easily extended lilian le national academy quietly = true older versions pdf news developer access download stats text license released version
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