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Andrei Yu. Zinovyev
- > Home > Persons > Andrei Yu. Zinovyev
Publications
- 2023
- [j49]Evgeny M. Mirkes, Jonathan Bac, Aziz Fouché, Sergey V. Stasenko, Andrei Yu. Zinovyev, Alexander N. Gorban:
Domain Adaptation Principal Component Analysis: Base Linear Method for Learning with Out-of-Distribution Data. Entropy 25(1): 33 (2023) - [i21]Innokentiy Kastalskiy, Andrei Yu. Zinovyev, Evgeny M. Mirkes, Victor B. Kazantsev, Alexander N. Gorban:
Exploring the impact of social stress on the adaptive dynamics of COVID-19: Typing the behavior of naïve populations faced with epidemics. CoRR abs/2311.13917 (2023) - 2022
- [j45]Natalya A. Rybnikova, Boris A. Portnov, Evgeny M. Mirkes, Andrei Yu. Zinovyev, Anna Brook, Alexander N. Gorban:
Coloring Panchromatic Nighttime Satellite Images: Comparing the Performance of Several Machine Learning Methods. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [c13]Qinghua Zhou, Alexander N. Gorban, Evgeny M. Mirkes, Jonathan Bac, Andrei Yu. Zinovyev, Ivan Yu. Tyukin:
Quasi-orthogonality and intrinsic dimensions as measures of learning and generalisation. IJCNN 2022: 1-8 - [i20]Qinghua Zhou, Alexander N. Gorban, Evgeny M. Mirkes, Jonathan Bac, Andrei Yu. Zinovyev, Ivan Yu. Tyukin:
Quasi-orthogonality and intrinsic dimensions as measures of learning and generalisation. CoRR abs/2203.16687 (2022) - [i19]Evgeny M. Mirkes, Jonathan Bac, Aziz Fouché, Sergey V. Stasenko, Andrei Yu. Zinovyev, Alexander N. Gorban:
Domain Adaptation Principal Component Analysis: base linear method for learning with out-of-distribution data. CoRR abs/2208.13290 (2022) - 2021
- [j44]Jonathan Bac, Evgeny M. Mirkes, Alexander N. Gorban, Ivan Tyukin, Andrei Yu. Zinovyev:
Scikit-Dimension: A Python Package for Intrinsic Dimension Estimation. Entropy 23(10): 1368 (2021) - [i18]Jonathan Bac, Evgeny M. Mirkes, Alexander N. Gorban, Ivan Tyukin, Andrei Yu. Zinovyev:
Scikit-dimension: a Python package for intrinsic dimension estimation. CoRR abs/2109.02596 (2021) - 2020
- [j40]Luca Albergante, Evgeny M. Mirkes, Jonathan Bac, Huidong Chen, Alexis Martin, Louis Faure, Emmanuel Barillot, Luca Pinello, Alexander N. Gorban, Andrei Yu. Zinovyev:
Robust and Scalable Learning of Complex Intrinsic Dataset Geometry via ElPiGraph. Entropy 22(3): 296 (2020) - [i16]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 abs/2007.03788 (2020) - 2018
- [c5]Alexander N. Gorban, Evgeny M. Mirkes, Andrei Yu. Zinovyev:
Data analysis with arbitrary error measures approximated by piece-wise quadratic PQSQ functions. IJCNN 2018: 1-8 - [i13]Luca Albergante, Evgeny M. Mirkes, Huidong Chen, Alexis Martin, Louis Faure, Emmanuel Barillot, Luca Pinello, Alexander N. Gorban, Andrei Yu. Zinovyev:
Robust and scalable learning of data manifolds with complex topologies via ElPiGraph. CoRR abs/1804.07580 (2018) - 2016
- [j25]Alexander N. Gorban, Eugenij Moiseevich Mirkes, Andrei Yu. Zinovyev:
Piece-wise quadratic approximations of arbitrary error functions for fast and robust machine learning. Neural Networks 84: 28-38 (2016) - [i12]Alexander N. Gorban, Eugenij Moiseevich Mirkes, Andrei Yu. Zinovyev:
Robust principal graphs for data approximation. CoRR abs/1603.06828 (2016) - [i11]Alexander N. Gorban, Eugenij Moiseevich Mirkes, Andrei Yu. Zinovyev:
Piece-wise quadratic lego set for constructing arbitrary error potentials and their fast optimization. CoRR abs/1605.06276 (2016) - 2015
- [c4]Alexander N. Gorban, Andrei Yu. Zinovyev:
Fast and user-friendly non-linear principal manifold learning by method of elastic maps. DSAA 2015: 1-9 - 2014
- [i10]Alexander N. Gorban, Alexander Pitenko, Andrei Yu. Zinovyev:
ViDaExpert: user-friendly tool for nonlinear visualization and analysis of multidimensional vectorial data. CoRR abs/1406.5550 (2014) - 2013
- [c3]Evgeny M. Mirkes, Andrei Yu. Zinovyev, Alexander N. Gorban:
Geometrical Complexity of Data Approximators. IWANN (1) 2013: 500-509 - [i8]Eugenij Moiseevich Mirkes, Andrei Yu. Zinovyev, Alexander N. Gorban:
Geometrical complexity of data approximators. CoRR abs/1302.2645 (2013) - 2010
- [j12]Andrei Yu. Zinovyev, Nadya Morozova, Nora Nonne, Emmanuel Barillot, Annick Harel-Bellan, Alexander N. Gorban:
Dynamical modeling of microRNA action on the protein translation process. BMC Syst. Biol. 4: 13 (2010) - [j11]Alexander N. Gorban, Andrei Yu. Zinovyev:
Principal Manifolds and Graphs in Practice: from Molecular Biology to Dynamical Systems. Int. J. Neural Syst. 20(3): 219-232 (2010) - [i6]Alexander N. Gorban, Andrei Yu. Zinovyev:
Principal manifolds and graphs in practice: from molecular biology to dynamical systems. CoRR abs/1001.1122 (2010) - [i4]Andrei Yu. Zinovyev, Alexander N. Gorban:
Nonlinear Quality of Life Index. CoRR abs/1008.4063 (2010) - 2008
- [j8]Ovidiu Radulescu, Alexander N. Gorban, Andrei Yu. Zinovyev, Alain Lilienbaum:
Robust simplifications of multiscale biochemical networks. BMC Syst. Biol. 2: 86 (2008) - [i3]Alexander N. Gorban, Andrei Yu. Zinovyev:
Principal Graphs and Manifolds. CoRR abs/0809.0490 (2008) - 2007
- [j7]Alexander N. Gorban, Neil R. Sumner, Andrei Yu. Zinovyev:
Topological grammars for data approximation. Appl. Math. Lett. 20(4): 382-386 (2007) - [c1]Alexander N. Gorban, Neil R. Sumner, Andrei Yu. Zinovyev:
Branching Principal Components: Elastic Graphs, Topological Grammars and Metro Maps. IJCNN 2007: 2586-2591 - 2006
- [i2]Alexander N. Gorban, Neil R. Sumner, Andrei Yu. Zinovyev:
Topological Grammars for Data Approximation. CoRR abs/cs/0603090 (2006) - 2005
- [j5]Alexander N. Gorban, Andrei Yu. Zinovyev:
Elastic Principal Graphs and Manifolds and their Practical Applications. Computing 75(4): 359-379 (2005) - [j4]Alexander N. Gorban, Tatyana G. Popova, Andrei Yu. Zinovyev:
Four basic symmetry types in the universal 7-cluster structure of microbial genomic sequences. Silico Biol. 5(3): 265-282 (2005) - 2003
- [j2]Alexander N. Gorban, Andrei Yu. Zinovyev, Tatyana G. Popova:
Seven clusters in genomic triplet distributions. Silico Biol. 3(4): 471-482 (2003) - [j1]Andrei Yu. Zinovyev, Alexander N. Gorban, Tatyana G. Popova:
Self-Organizing Approach for Automated Gene Identification. Open Syst. Inf. Dyn. 10(4): 321-334 (2003) - [i1]Alexander N. Gorban, Andrei Yu. Zinovyev, Tatyana G. Popova:
Seven clusters in genomic triplet distributions. CoRR cond-mat/0305681 (2003)
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last updated on 2023-11-30 22:51 CET by the dblp team
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