Author

Nathan Bernier

École Polytechnique Fédérale de LausanneORCID 0000-0002-5837-8407Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Systems Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:statistical model· 1

Frequent Co-Authors

Alexis ArnaudoniD· 1 shared Henry Antonio PalascianoiD· 1 shared Julia A. SchmidtiD· 1 shared Kim E. JelfsiD· 1 shared Mauricio BarahonaiD· 1 shared Robert L. PeachiD· 1 shared Sophia N. YalirakiiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperSystems Biology

Alexis ArnaudonORCID

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1 paper

Recent·Most cited

Systems BiologyPatternsPeer-reviewedApr 1, 2021

hcga: Highly Comparative Graph Analysis for network phenotyping

Robert L. Peach, Alexis Arnaudon, Julia A. Schmidt…·Mauricio Barahona

The paper introduces HCGA, a framework for analyzing graph data by computing thousands of graph features and using statistical learning tools to improve classification and discovery.

14 citations

statistical modelbenchmarking

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