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Olga Permiakova
ORCID
Publication Activity (10 Years)
Years Active: 2018-2022
Publications (10 Years): 4
Top Topics
Biological Data
High Throughput
Mass Spectrometry
Unlabeled Data
Top Venues
Stat. Anal. Data Min.
MLDM (1)
BMC Bioinform.
IEEE ACM Trans. Comput. Biol. Bioinform.
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Publications
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Olga Permiakova
,
Thomas Burger
Sketched Stochastic Dictionary Learning for large-scale data and application to high-throughput mass spectrometry.
Stat. Anal. Data Min.
15 (1) (2022)
Olga Permiakova
,
Romain Guibert
,
Alexandra Kraut
,
Thomas Fortin
,
Anne-Marie Hesse
,
Thomas Burger
CHICKN: extraction of peptide chromatographic elution profiles from large scale mass spectrometry data by means of Wasserstein compressive hierarchical cluster analysis.
BMC Bioinform.
22 (1) (2021)
Nataliya Sokolovska
,
Olga Permiakova
,
Sofia K. Forslund
,
Jean-Daniel Zucker
Using Unlabeled Data to Discover Bivariate Causality with Deep Restricted Boltzmann Machines.
IEEE ACM Trans. Comput. Biol. Bioinform.
17 (1) (2020)
Nataliya Sokolovska
,
Olga Permiakova
,
Sofia K. Forslund
,
Jean-Daniel Zucker
A Semi-supervised Approach to Discover Bivariate Causality in Large Biological Data.
MLDM (1)
(2018)