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Vugar E. Ismailov

Observed names: Ismailov, Vugar, V. E. Ismailov, V. É. Ismailov, V.E. Ismailov, VUGAR E ISMAILOV, Vugar Elman ogli Ismailov, Vugar Ismailov, Vugar E. Ismailov
Observed institutions: Khazar University, Azerbaijan National Academy of Sciences, Baku State University, Institute of Mathematics and Mechanics, Baku Business University, Azerbaijan University of Languages
ORCID: 0000-0003-4138-2976
Observed ORCID: 0000-0003-4138-2976
OpenAlex ID: A5055386329
On the approximation by single hidden layer feedforward neural networks with fixed weights
2017 · Namig J. Guliyev, Vugar E. Ismailov · Neural Networks · 124
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On the approximation by neural networks with bounded number of neurons in hidden layers
2014 · Vugar E. Ismailov · Journal of Mathematical Analysis and Applications · 107
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A Single Hidden Layer Feedforward Network with Only One Neuron in the Hidden Layer Can Approximate Any Univariate Function
2016 · Namig J. Guliyev, Vugar E. Ismailov · Neural Computation · 94
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Approximation capability of two hidden layer feedforward neural networks with fixed weights
2018 · Namig J. Guliyev, Vugar E. Ismailov · Neurocomputing · 77
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A three layer neural network can represent any multivariate function
2023 · Vugar E. Ismailov · Journal of Mathematical Analysis and Applications · 44
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On the Kolmogorov neural networks
2024 · Aysu Ismayilova, Vugar E. Ismailov · Neural Networks · 40
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Approximation by neural networks with weights varying on a finite set of directions
2011 · Vugar E. Ismailov · Journal of Mathematical Analysis and Applications · 35
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Ridge Functions and Applications in Neural Networks
2021 · Vugar Ismailov · Mathematical surveys and monographs · 24
On the representation by linear superpositions
2007 · Vugar E. Ismailov · Journal of Approximation Theory · 23
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Characterization of an extremal sum of ridge functions
2006 · Vugar E. Ismailov · Journal of Computational and Applied Mathematics · 20
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Approximation by ridge functions and neural networks with a bounded number of neurons
2014 · Vugar E. Ismailov · Applicable Analysis · 15
Interpolation on lines by ridge functions
2013 · V.E. Ismailov, A. Pinkus · Journal of Approximation Theory · 15
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Measure Theoretic Results for Approximation by Neural Networks with Limited Weights
2017 · Vugar E. Ismailov, Ekrem Savas · Numerical Functional Analysis and Optimization · 13
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On a smoothness problem in ridge function representation
2015 · Rashid A. Aliev, Vugar E. Ismailov · Advances in Applied Mathematics · 13
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Approximation error of single hidden layer neural networks with fixed weights
2023 · Vugar E. Ismailov · Information Processing Letters · 11
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On the Proximinality of Ridge Functions
2024 · Vugar E. Ismailov · SARAJEVO JOURNAL OF MATHEMATICS · 10
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Methods for computing the least deviation from the sums of functions of one variable
2006 · V. E. Ismailov · Siberian Mathematical Journal · 10
A note on the representation of continuous functions by linear superpositions
2011 · Vugar E. Ismailov · Expositiones Mathematicae · 9
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On error formulas for approximation by sums of univariate functions
2006 · Vugar E. Ismailov · International Journal of Mathematics and Mathematical Sciences · 9
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Representation of multivariate functions by sums of ridge functions
2006 · Vugar E. Ismailov · Journal of Mathematical Analysis and Applications · 8
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Notes on Ridge Functions and Neural Networks
2020 · Vugar Ismailov · SSRN Electronic Journal · 7
Approximation by sums of ridge functions with fixed directions
2017 · V. E. Ismailov · St Petersburg Mathematical Journal · 7
A note on the equioscillation theorem for best ridge function approximation
2017 · Vugar E. Ismailov · Expositiones Mathematicae · 7
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On the theorem of M Golomb
2009 · Vugar E. Ismailov · Proceedings - Mathematical Sciences · 7
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A Note On The Best L 2 Approximation By Ridge Functions
2007 · Vugar E. Ismailov · 7
Works count: 60
Citation count: 805
H-index: 13
I10-index: 17
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