Coping with Complexity: Model Reduction and Data Analysis

por Gorban, Alexander N, Roose, Dirk
Publicado 2011

CNN-Based Spectral Super-Resolution of Panchromatic Night-Time Light Imagery: City-Size-Associated Neighborhood Effects

por Rybnikova, Nataliya, Mirkes, Evgeny M., Gorban, Alexander N.
Publicado 2021

Robust simplifications of multiscale biochemical networks

por Radulescu, Ovidiu, Gorban, Alexander N, Zinovyev, Andrei, Lilienbaum, Alain
Publicado 2008

High-Dimensional Brain in a High-Dimensional World: Blessing of Dimensionality

por Gorban, Alexander N., Makarov, Valery A., Tyukin, Ivan Y.
Publicado 2020

Knowledge Transfer Between Artificial Intelligence Systems

por Tyukin, Ivan Y., Gorban, Alexander N., Sofeykov, Konstantin I., Romanenko, Ilya
Publicado 2018

Fluorescence-based assay as a new screening tool for toxic chemicals

por Moczko, Ewa, Mirkes, Evgeny M., Cáceres, César, Gorban, Alexander N., Piletsky, Sergey
Publicado 2016

High-Dimensional Brain: A Tool for Encoding and Rapid Learning of Memories by Single Neurons

por Tyukin, Ivan, Gorban, Alexander N., Calvo, Carlos, Makarova, Julia, Makarov, Valeri A.
Publicado 2018

Scikit-Dimension: A Python Package for Intrinsic Dimension Estimation

por Bac, Jonathan, Mirkes, Evgeny M., Gorban, Alexander N., Tyukin, Ivan, Zinovyev, Andrei
Publicado 2021

Model Reduction and Coarse-Graining Approaches for Multiscale Phenomena

por Gorban, Alexander N, Kevrekidis, Ioannis G, Theodoropoulos, Constantinos, Kazantzis, Nikolaos K, Öttinger, Hans Christian
Publicado 2006

Dynamical modeling of microRNA action on the protein translation process

por Zinovyev, Andrei, Morozova, Nadya, Nonne, Nora, Barillot, Emmanuel, Harel-Bellan, Annick, Gorban, Alexander N
Publicado 2010

High-Dimensional Separability for One- and Few-Shot Learning

por Gorban, Alexander N., Grechuk, Bogdan, Mirkes, Evgeny M., Stasenko, Sergey V., Tyukin, Ivan Y.
Publicado 2021

Personality traits and drug consumption: a story told by data

por Fehrman, Elaine, Egan, Vincent, Gorban, Alexander N, Levesley, Jeremy, Mirkes, Evgeny M, Muhammad, Awaz K
Publicado 2019

Social stress drives the multi-wave dynamics of COVID-19 outbreaks

por Kastalskiy, Innokentiy A., Pankratova, Evgeniya V., Mirkes, Evgeny M., Kazantsev, Victor B., Gorban, Alexander N.
Publicado 2021

Domain Adaptation Principal Component Analysis: Base Linear Method for Learning with Out-of-Distribution Data

por Mirkes, Evgeny M., Bac, Jonathan, Fouché, Aziz, Stasenko, Sergey V., Zinovyev, Andrei, Gorban, Alexander N.
Publicado 2022

Simple model of complex dynamics of activity patterns in developing networks of neuronal cultures

por Tyukin, Ivan Y., Iudin, Dmitriy, Iudin, Feodor, Tyukina, Tatiana, Kazantsev, Victor, Mukhina, Irina, Gorban, Alexander N.
Publicado 2019

Modeling Progression of Single Cell Populations Through the Cell Cycle as a Sequence of Switches

por Zinovyev, Andrei, Sadovsky, Michail, Calzone, Laurence, Fouché, Aziz, Groeneveld, Clarice S., Chervov, Alexander, Barillot, Emmanuel, Gorban, Alexander N.
Publicado 2022

Thermodynamic Equilibria and Extrema: Analysis of Attainability Regions and Partial Equilibria

por Gorban, Alexander N, Filippov, Sergey P, Kaganovich, Boris M, Keiko, Alexandre V, Shamansky, Vitaly A, Shirkalin, Igor A
Publicado 2006

Trajectories, bifurcations, and pseudo-time in large clinical datasets: applications to myocardial infarction and diabetes data

por Golovenkin, Sergey E, Bac, Jonathan, Chervov, Alexander, Mirkes, Evgeny M, Orlova, Yuliya V, Barillot, Emmanuel, Gorban, Alexander N, Zinovyev, Andrei
Publicado 2020

Modeling Working Memory in a Spiking Neuron Network Accompanied by Astrocytes

por Gordleeva, Susanna Yu., Tsybina, Yuliya A., Krivonosov, Mikhail I., Ivanchenko, Mikhail V., Zaikin, Alexey A., Kazantsev, Victor B., Gorban, Alexander N.
Publicado 2021

Single-cell trajectories reconstruction, exploration and mapping of omics data with STREAM

por Chen, Huidong, Albergante, Luca, Hsu, Jonathan Y., Lareau, Caleb A., Lo Bosco, Giosuè, Guan, Jihong, Zhou, Shuigeng, Gorban, Alexander N., Bauer, Daniel E., Aryee, Martin J., Langenau, David M., Zinovyev, Andrei, Buenrostro, Jason D., Yuan, Guo-Cheng, Pinello, Luca
Publicado 2019