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Alexander Chervov
Publication Activity (10 Years)
Years Active: 2020-2022
Publications (10 Years): 4
Top Topics
Dimensional Data
Myocardial Infarction
Multiple Dimensions
Tree Construction
Top Venues
Bioinform.
CoRR
IJCNN
Entropy
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Publications
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Elise Amblard
,
Jonathan Bac
,
Alexander Chervov
,
Vassili Soumelis
,
Andrei Yu. Zinovyev
Hubness reduction improves clustering and trajectory inference in single-cell transcriptomic data.
Bioinform.
38 (4) (2022)
Alexander Chervov
,
Andrei Yu. Zinovyev
Clinical trajectories estimated from bulk tumoral molecular profiles using elastic principal trees.
IJCNN
(2021)
Alexander Chervov
,
Jonathan Bac
,
Andrei Yu. Zinovyev
Minimum Spanning vs. Principal Trees for Structured Approximations of Multi-Dimensional Datasets.
Entropy
22 (11) (2020)
Sergey E. Golovenkin
,
Jonathan Bac
,
Alexander Chervov
,
Evgeny M. Mirkes
,
Yuliya V. Orlova
,
Emmanuel Barillot
,
Alexander N. Gorban
,
Andrei Yu. Zinovyev
Trajectories, bifurcations and pseudotime in large clinical datasets: applications to myocardial infarction and diabetes data.
CoRR
(2020)