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Multiomics data analysis using tensor decomposition based unsupervised feature extraction --Comparison with DIABLO--

bioRxiv

Mar 28, 2019

Y-H Taguchi

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PubMed

Abstract

Multiomics data analysis is the central issue of genomics science. In spite of that, there are not well defined methods that can integrate multomics data sets, which are formatted as matrices with different sizes. In this paper, I propose the usage of tensor decomposition based unsuperv...read more

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Diablo Homolog, Mitochondrial
Genomics
Proteome
Extraction
Analysis
MicroRNAs
Protein Expression
20
8
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Multiomics data analysis using tensor decomposition based unsupervised feature extraction --Comparison with DIABLO--

bioRxiv

Mar 28, 2019

Y-H Taguchi

PMID: 990591867

DOI: 10.1101/591867

Abstract

Multiomics data analysis is the central issue of genomics science. In spite of that, there are not well defined methods that can integrate multomics data sets, which are formatted as matrices with different sizes. In this paper, I propose the usage of tensor decomposition based unsuperv...read more

Mentioned in this Paper

Size
Diablo Homolog, Mitochondrial
Genomics
Proteome
Extraction
Analysis
MicroRNAs
Protein Expression
20
8

Feeds With Similar Papers

BioRxiv Preprints

BioRxiv is the preprint server for biology, operated by Cold Spring Harbor Laboratory. Here are the latest biology preprint articles from bioRxiv.

Proteogenomics

Proteogenomics is a multi-omics research field that has the aim to efficiently integrate genomics, transcriptomics and proteomics. Here is the latest research on proteogenomics.

Related Papers

International Journal of Bioinformatics Research and Applications

Unsupervised feature selection in digital mammogram image using rough set theory

International Journal of Bioinformatics Research and ApplicationsOctober 13, 2012
K Thangavel, C Velayutham
Paper Details
References
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  • finger pointing at paper

    References currently unavailable

    We're still populating references for this paper, please check back later.
  • References
  • Citations
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    No citations available

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