Ilya Makarov

45 papers and 335 indexed citations
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About

Ilya Makarov is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Statistical and Nonlinear Physics. According to data from OpenAlex, Ilya Makarov has authored 45 papers receiving a total of 335 indexed citations (citations by other indexed papers that have themselves been cited), including 23 papers in Artificial Intelligence, 12 papers in Computer Vision and Pattern Recognition and 8 papers in Statistical and Nonlinear Physics. Recurrent topics in Ilya Makarov’s work include Advanced Graph Neural Networks (11 papers), Complex Network Analysis Techniques (8 papers) and Fault Detection and Control Systems (5 papers). Ilya Makarov is often cited by papers focused on Advanced Graph Neural Networks (11 papers), Complex Network Analysis Techniques (8 papers) and Fault Detection and Control Systems (5 papers). Ilya Makarov collaborates with scholars based in Russia, Slovenia and United States. Ilya Makarov's co-authors include A. Savchenko, L. V. Savchenko, Leonid Zhukov, Lovro Šubelj, Olga Gerasimova, Sergey Nikolenko, Alexander Sboev, Jiawei Han, Haoliang Wang and Yuanchao Liu and has published in prestigious journals such as Expert Systems with Applications, IEEE Access and Artificial Intelligence.

In The Last Decade

Co-authorship network of co-authors of Ilya Makarov

This figure shows the co-authorship network connecting the top 25 collaborators of Ilya Makarov. A scholar is included among the top collaborators of Ilya Makarov 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 Ilya Makarov. Ilya Makarov is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

Fields of papers citing papers by Ilya Makarov

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ilya Makarov. 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 Ilya Makarov. The network helps show where Ilya Makarov may publish in the future.

Countries citing papers authored by Ilya Makarov

Since Specialization
Citations

This map shows the geographic impact of Ilya Makarov'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 Ilya Makarov with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ilya Makarov more than expected).

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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2026