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Improved biological network reconstruction using graph Laplacian regularization

Journal of Computational Biology : a Journal of Computational Molecular Cell Biology

Jun 28, 2011

Valerio Freschi

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Abstract

Biological networks reconstruction is a crucial step towards the functional characterization and elucidation of living cells. Computational methods for inferring the structure of these networks are of paramount importance since they provide valuable information regarding organization an...read more

Mentioned in this Paper

Metabolic Networks and Pathways
Caenorhabditis elegans
Helicobacter pylori
Computer Programs and Programming
Probability
Saccharomyces cerevisiae
Computational Molecular Biology
Data Mining
Paper Details
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Improved biological network reconstruction using graph Laplacian regularization

Journal of Computational Biology : a Journal of Computational Molecular Cell Biology

Jun 28, 2011

Valerio Freschi

PMID: 21702693

DOI: 10.1089/cmb.2010.0232

Abstract

Biological networks reconstruction is a crucial step towards the functional characterization and elucidation of living cells. Computational methods for inferring the structure of these networks are of paramount importance since they provide valuable information regarding organization an...read more

Mentioned in this Paper

Metabolic Networks and Pathways
Caenorhabditis elegans
Helicobacter pylori
Computer Programs and Programming
Probability
Saccharomyces cerevisiae
Computational Molecular Biology
Data Mining

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Helicobacter pylori infection

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Structural Biology: Biophysics

Structural Biology: Biophysics describes the study of structural biology using various biophysical techiniques such as imaging, computational modeling, etc. Discover the latest research on structrual biology here.

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BioEssays : News and Reviews in Molecular, Cellular and Developmental Biology

The art of community detection(opens in new tab)

BioEssays : News and Reviews in Molecular, Cellular and Developmental BiologySeptember 19, 2008
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Emergence of scaling in random networks(opens in new tab)

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Paper Details
References
  • References9
  • Citations
1
  • References9
  • Citations
  • quote and clock

    No citations available

    This paper may not have been cited yet.

Download from

Publisher
PubMed
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