Alexander N Gorban (Alexander Gorban)

ResearcherID Scopus Author ID Loop profile ORCID

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 10

Top Venues

Entropy (Basel, Switzerland)

Nature communications

Sensors (Basel, Switzerland)

University of Leicester

Institute of Biophysics, Russian Academy of Sciences, Siberian Branch (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

University of Leicester Oct 01 2004

United Kingdom

Professor :: Mathematics

Institute of Computational Modelling, Russian Academy of Sciences, Siberian Branch

Russia

Chief Scientist (on leave, 2005 to present); Deputy Director and Head of the Computer Sciences Department, 1995 – 2005; Head of the Nonequilibrium Systems Laboratory, 1989 – 2006; Senior researcher, 1983-1989; Junior researcher, 1978-1983;

ETH Zürich

Switzerland

Senior Researcher :: Polymerphysics

Education History

Institute of Biophysics, Russian Academy of Sciences, Siberian Branch

Russia

PHD

Kuibyshev State Pedagogical University

Russia

PHD

Publications

Evgeny M Mirkes, Jonathan Bac, Aziz Fouché, Sergey V Stasenko, Andrei Zinovyev, Alexander N Gorban
Domain Adaptation Principal Component Analysis: Base Linear Method for Learning with Out-of-Distribution Data. Entropy (Basel, Switzerland) 25 (1) (2022)
Evgeny M Mirkes, Jonathan Bac, Aziz Fouché, Sergey V Stasenko, Andrei Zinovyev, Alexander N Gorban
Domain Adaptation Principal Component Analysis: Base Linear Method for Learning with Out-of-Distribution Data. Entropy (Basel, Switzerland) 25 (1) (2022)
Evgeny M Mirkes, Jonathan Bac, Aziz Fouché, Sergey V Stasenko, Andrei Zinovyev, Alexander N Gorban
Domain Adaptation Principal Component Analysis: Base Linear Method for Learning with Out-of-Distribution Data. Entropy (Basel, Switzerland) 25 (1) (2022)
Jonathan Bac, Evgeny M Mirkes, Alexander N Gorban, Ivan Y Tyukin, Andrei Zinovyev
Scikit-Dimension: A Python Package for Intrinsic Dimension Estimation. Entropy (Basel, Switzerland) 23 (10) (2021)
Nataliya Rybnikova, Evgeny M Mirkes, Alexander N Gorban
CNN-Based Spectral Super-Resolution of Panchromatic Night-Time Light Imagery: City-Size-Associated Neighborhood Effects. Sensors (Basel, Switzerland) 21 (22) (2021)
Alexander N Gorban, Bogdan Grechuk, Evgeny M Mirkes, Sergey V Stasenko, Ivan Y Tyukin
High-Dimensional Separability for One- and Few-Shot Learning. Entropy (Basel, Switzerland) 23 (8) (2021)
Evgeny M Mirkes, Jeza Allohibi, Alexander N Gorban
Fractional Norms and Quasinorms Do Not Help to Overcome the Curse of Dimensionality. Entropy (Basel, Switzerland) 22 (10) (2020)
Luca Albergante, Evgeny M Mirkes, Jonathan Bac, Huidong Chen, Alexis Martin, Louis Faure, Emmanuel Barillot, Luca Pinello, Alexander N Gorban, Andrei Zinovyev
Robust and Scalable Learning of Complex Intrinsic Dataset Geometry via ElPiGraph. Entropy (Basel, Switzerland) 22 (3) (2020)
Alexander N Gorban, Valeri A Makarov, Ivan Y Tyukin
High-Dimensional Brain in a High-Dimensional World: Blessing of Dimensionality. Entropy (Basel, Switzerland) 22 (1) (2020)
Huidong Chen, Luca Albergante, Jonathan Y Hsu, Caleb A Lareau, Giosue' Lo Bosco, Jihong Guan, Shuigeng Zhou, Alexander N Gorban, Daniel E Bauer, Martin J Aryee, David M Langenau, Andrei Zinovyev, Jason D Buenrostro, Guo-Cheng Yuan, Luca Pinello
Single-cell trajectories reconstruction, exploration and mapping of omics data with STREAM. Nature communications 10 (1) (2019)

Alexander N Gorban.css-eqlu8i{font-size:small;padding-left:4px;} (Alexander Gorban)

Publication Activity (10 Years)

Top Topics

Top Venues

Alexander N Gorban (Alexander Gorban)