Vugar E. Ismailov

616 total citations
35 papers, 390 citations indexed

About

Vugar E. Ismailov is a scholar working on Artificial Intelligence, Numerical Analysis and Applied Mathematics. According to data from OpenAlex, Vugar E. Ismailov has authored 35 papers receiving a total of 390 indexed citations (citations by other indexed papers that have themselves been cited), including 16 papers in Artificial Intelligence, 8 papers in Numerical Analysis and 8 papers in Applied Mathematics. Recurrent topics in Vugar E. Ismailov's work include Neural Networks and Applications (16 papers), Fuzzy Logic and Control Systems (9 papers) and Advanced Numerical Analysis Techniques (7 papers). Vugar E. Ismailov is often cited by papers focused on Neural Networks and Applications (16 papers), Fuzzy Logic and Control Systems (9 papers) and Advanced Numerical Analysis Techniques (7 papers). Vugar E. Ismailov collaborates with scholars based in Azerbaijan, Netherlands and Israel. Vugar E. Ismailov's co-authors include Allan Pinkus and Ekrem Savaş and has published in prestigious journals such as Neurocomputing, Neural Networks and Journal of Mathematical Analysis and Applications.

In The Last Decade

Vugar E. Ismailov

29 papers receiving 369 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Vugar E. Ismailov Azerbaijan	11	225	60	60	53	52	35	390
Xinyue Shen China	8	109 0.5×	47 0.8×	28 0.5×	116 2.2×	61 1.2×	17	297
V. Maiorov Israel	12	224 1.0×	72 1.2×	69 1.1×	98 1.8×	75 1.4×	35	458
Mert Pilancı United States	9	186 0.8×	13 0.2×	48 0.8×	188 3.5×	59 1.1×	47	368
Yunwen Lei China	11	242 1.1×	9 0.1×	30 0.5×	111 2.1×	97 1.9×	51	355
Amir massoud Farahmand Canada	10	177 0.8×	25 0.4×	74 1.2×	42 0.8×	78 1.5×	18	324
Yong Cai China	8	82 0.4×	26 0.4×	160 2.7×	70 1.3×	24 0.5×	18	316
Venkat Chandrasekaran United States	10	90 0.4×	9 0.1×	28 0.5×	158 3.0×	65 1.3×	26	369
Mirko Křivánek Czechia	4	118 0.5×	30 0.5×	78 1.3×	16 0.3×	44 0.8×	11	366
Goran Marjanovic Australia	9	59 0.3×	17 0.3×	14 0.2×	184 3.5×	96 1.8×	19	319
Guo Huang China	9	69 0.3×	21 0.3×	18 0.3×	31 0.6×	86 1.7×	27	281

Countries citing papers authored by Vugar E. Ismailov

Since Specialization

Citations

This map shows the geographic impact of Vugar E. Ismailov's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Vugar E. Ismailov with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Vugar E. Ismailov more than expected).

Fields of papers citing papers by Vugar E. Ismailov

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Vugar E. Ismailov. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Vugar E. Ismailov. The network helps show where Vugar E. Ismailov may publish in the future.

Co-authorship network of co-authors of Vugar E. Ismailov

This figure shows the co-authorship network connecting the top 25 collaborators of Vugar E. Ismailov. A scholar is included among the top collaborators of Vugar E. Ismailov based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Vugar E. Ismailov. Vugar E. Ismailov is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Ismailov, Vugar E.. (2026). Universal approximation theorem for neural networks with inputs from a topological vector space. Information Processing Letters. 193. 106623–106623.

Ismailov, Vugar E.. (2025). Addressing common misinterpretations of KART and UAT in neural network literature. Neural Networks. 196. 108361–108361.

Ismailov, Vugar E.. (2024). On the Proximinality of Ridge Functions. SARAJEVO JOURNAL OF MATHEMATICS. 5(1). 109–118.

Ismailov, Vugar E., et al.. (2024). On the Kolmogorov neural networks. Neural Networks. 176. 106333–106333. 14 indexed citations

Ismailov, Vugar E., et al.. (2023). A Chebyshev-type alternation theorem for best approximation by a sum of two algebras. Proceedings of the Edinburgh Mathematical Society. 66(4). 971–978.

Ismailov, Vugar E.. (2023). Approximation error of single hidden layer neural networks with fixed weights. Information Processing Letters. 185. 106467–106467. 6 indexed citations

Ismailov, Vugar E.. (2023). A three layer neural network can represent any multivariate function. Journal of Mathematical Analysis and Applications. 523(1). 127096–127096. 15 indexed citations

Ismailov, Vugar E., et al.. (2022). A FORMULA FOR THE APPROXIMATION OF FUNCTIONSBY SINGLE HIDDEN LAYER NEURAL NETWORKS WITHWEIGHTS FROM TWO STRAIGHT LINES. 140–149.

Ismailov, Vugar E.. (2020). Notes on Ridge Functions and Neural Networks. SSRN Electronic Journal. 3 indexed citations

10.

Ismailov, Vugar E. & Ekrem Savaş. (2017). Measure Theoretic Results for Approximation by Neural Networks with Limited Weights. Numerical Functional Analysis and Optimization. 38(7). 819–830. 11 indexed citations

11.

Ismailov, Vugar E., et al.. (2017). On the representation by sums of algebras of continuous functions. Comptes Rendus Mathématique. 355(9). 949–955. 1 indexed citations

12.

Ismailov, Vugar E., et al.. (2017). On the approximation by single hidden layer feedforward neural networks with fixed weights. Neural Networks. 98. 296–304. 86 indexed citations

13.

Ismailov, Vugar E., et al.. (2015). On a smoothness problem in ridge function representation. Advances in Applied Mathematics. 73. 154–169. 8 indexed citations

14.

Ismailov, Vugar E.. (2014). On the approximation by neural networks with bounded number of neurons in hidden layers. Journal of Mathematical Analysis and Applications. 417(2). 963–969. 70 indexed citations

15.

Ismailov, Vugar E. & Allan Pinkus. (2013). Interpolation on lines by ridge functions. Journal of Approximation Theory. 175. 91–113. 11 indexed citations

16.

Ismailov, Vugar E.. (2012). A Review of Some Results on Ridge Function Approximation (pp. 3-51). 3(1). 2 indexed citations

17.

Ismailov, Vugar E.. (2011). Approximation by neural networks with weights varying on a finite set of directions. Journal of Mathematical Analysis and Applications. 389(1). 72–83. 24 indexed citations

18.

Ismailov, Vugar E.. (2007). On the representation by linear superpositions. Journal of Approximation Theory. 151(2). 113–125. 14 indexed citations

19.

Ismailov, Vugar E.. (2006). Characterization of an extremal sum of ridge functions. Journal of Computational and Applied Mathematics. 205(1). 105–115. 12 indexed citations

20.

Ismailov, Vugar E.. (2006). Representation of multivariate functions by sums of ridge functions. Journal of Mathematical Analysis and Applications. 331(1). 184–190. 4 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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