Alexander Chervov

According to our database, Alexander Chervov authored at least 4 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Hubness reduction improves clustering and trajectory inference in single-cell transcriptomic data.

Elise Amblard, Jonathan Bac, Alexander Chervov, Vassili Soumelis, Andrei Yu. Zinovyev

Bioinform., 2022

2021

Clinical trajectories estimated from bulk tumoral molecular profiles using elastic principal trees.

Alexander Chervov, Andrei Yu. Zinovyev

Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Minimum Spanning vs. Principal Trees for Structured Approximations of Multi-Dimensional Datasets.

Alexander Chervov, Jonathan Bac, Andrei Yu. Zinovyev

Entropy, 2020

Trajectories, bifurcations and pseudotime in large clinical datasets: applications to myocardial infarction and diabetes data.

Sergey E. Golovenkin, Jonathan Bac, Alexander Chervov, Evgeny M. Mirkes, Yuliya V. Orlova, Emmanuel Barillot, Alexander N. Gorban, Andrei Yu. Zinovyev

CoRR, 2020